Object Detection for Smart Recycling -- Episode 540https://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540en-USTelligent Community 12Object Detection for Smart Recycling -- Episode 540https://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540Fri, 04 Mar 2022 08:24:00 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:9e81006c-5e54-46cd-a9f3-a7a07b346c61Matthttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540#commentsCurrent Revision posted to Documents by Matt on 3/4/2022 8:24:00 AM<br /> <p><a href="https://www.youtube.com/watch?v=4TI9v9Nboa8">www.youtube.com/watch</a></p> <p></p> <p style="margin:0;padding:0px;">&nbsp;</p> <p style="background-color:#e9f6fc;border:1px solid #b8d7e5;margin:0;max-width:744px;padding:8px;">Ever find trash or non-recyclables in recycling bins? Adam uses a Raspberry Pi coupled with a webcam to identify soda bottles and cans to help alleviate this problem. Watch Adam build a recycling bin attachment that stops trash and non-soda cans from ending up in the recycling bin, using a solenoid lock and hall effect sensor.</p> <p style="margin:0;padding:0px;">&nbsp;</p> <h3 id="mcetoc_1fsgq27gt1">Supplemental Content:</h3> <p style="margin:0;padding:0px;"></p> <ul> <li style="margin:0;padding:0px;"><a href="/challenges-projects/element14-presents/project-videos/w/documents/27484/episode-539-training-a-machine-to-recognize-objects---how-hard-can-it-be" data-e14adj="t">Episode 539: Training a Machine to Recognize Objects - How Hard Can It Be?</a></li> <li style="margin:0;padding:0px;"><a href="/cfs-file/__key/communityserver-wikis-components-files/00-00-00-03-81/Adam-Soileau-_2D00_-Resources.zip" data-e14adj="t">Resources</a></li> </ul> <p></p> <h3 id="mcetoc_1ft0ug6sk3">Bill of Material:</h3> <p></p> <table class="e14-product-bom-main"> <tbody> <tr> <th>Product Name</th> <th>Manufacturer</th> <th>Quantity</th> <th><a id="e14-product-link-6256d" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982,3111477,3106258,2918574,9801529,3275694,2295705&nsku=33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_BUY_KIT" class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('6256d'));" data-farnell="2675982,3111477,3106258,2918574,9801529,3275694,2295705" data-newark="33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Kit</a> </th> </tr> <tr> <td>AC/DC Power Supply, ITE, 1 Output, 12 V, 3 A</td> <td>MCM</td> <td>1</td> <td><a id="e14-product-link-af830" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('af830'));" data-farnell="" data-newark="33AC3039" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>HD PRO WEBCAM, 3MP, 720P</td> <td>LOGITECH</td> <td>1</td> <td><a id="e14-product-link-03206" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982&nsku=03AC4947&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('03206'));" data-farnell="2675982" data-newark="03AC4947" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Hall Effect Sensor, Unipolar, 20 mA, TO-92, 3 Pins, 3.8 V, 30 V</td> <td>HONEYWELL</td> <td>1</td> <td><a id="e14-product-link-52a76" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3111477&nsku=93F6654&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('52a76'));" data-farnell="3111477" data-newark="93F6654" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Through Hole Resistor, 10 kohm</td> <td>VISHAY</td> <td>1</td> <td><a id="e14-product-link-a8cf8" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('a8cf8'));" data-farnell="" data-newark="74C0155" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>AC/DC Power Supply, 1 Output, 15.3 W, 5.1 V, 3 A</td> <td>STONTRONIS</td> <td>1</td> <td><a id="e14-product-link-494c5" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3106258&nsku=07AH1287&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('494c5'));" data-farnell="3106258" data-newark="07AH1287" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>3D PRINTING FILAMENT, PLA, 1.75MM, WHITE</td> <td>ULTRAFUSE</td> <td>1</td> <td><a id="e14-product-link-b2278" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2918574&nsku=71AC3759&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('b2278'));" data-farnell="2918574" data-newark="71AC3759" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>NeoPixel LED Ring, 16 x RGB LED,</td> <td>ADAFRUIT</td> <td>1</td> <td><a id="e14-product-link-dca4f" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('dca4f'));" data-farnell="" data-newark="26Y8458" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Bipolar (BJT) Single Transistor, NPN, 45 V</td> <td>STMICROELECTRONICS</td> <td>1</td> <td><a id="e14-product-link-622ec" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=9801529&nsku=05M3391&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('622ec'));" data-farnell="9801529" data-newark="05M3391" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Linear Solenoid, D Type / Box Type, Pull, Intermittent, 12 VDC</td> <td>MULTICOMP PRO</td> <td>1</td> <td><a id="e14-product-link-c3385" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3275694&nsku=33AH9853&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('c3385'));" data-farnell="3275694" data-newark="33AH9853" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Breadboard, Solderless, 83.82mm x 54.356mm</td> <td>TWIN INDUSTRIES</td> <td>1</td> <td><a id="e14-product-link-785c9" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2295705&nsku=56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('785c9'));" data-farnell="2295705" data-newark="56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr class="xs-hide"> <td> <p>&nbsp;</p> <h3 id="mcetoc_1ft0ug6sk3">Additional Parts:</h3> <table> <tbody> <tr> <td>Small Magnet</td> </tr> <tr> <td>3 inch Hinge</td> </tr> <tr> <td>Varies other size screws (I used #4 and #6)</td> </tr> <tr> <td>1/2 inch Plywood</td> </tr> </tbody> </table> <p></p> </td> <td></td> <td></td> <td></td> </tr> </tbody> </table> <h2 id="mcetoc_1frutddo20"><span style="color:#3334ca;"></span></h2> <div style="background:#ffffff;border:1px solid #dadada;margin:0;padding:14px 16px 16px 18px;vertical-align:top;"> <div style="display:inline-block;float:left;padding:0px 25px 8px 0px;"><a href="/challengesprojects/element14-presents/" data-e14adj="t"><br /><img alt="element14 presents" src="/e14/assets/legacy/2018/e14PresentsJune818.png" width="180px" /></a></div> <div style="display:inline-block;vertical-align:top;width:70%;"><br /> <p style="margin:0;"><span><a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/" data-e14adj="t">element14 presents</a></span>&nbsp; <strong>|</strong>&nbsp; <a class="jive-link-wiki-small" href="/challengesprojects/element14-presents/vcp-program/w/documents/4908/vcp-biography-adam" data-e14adj="t">About Adam</a> <span style="padding-right:5px;"> </span><strong>|</strong>&nbsp; <a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/project-videos/" data-e14adj="t">Project Videos</a></p> <p style="margin:0;"></p> </div> </div><div style="clear:both;"></div> <div style="font-size: 90%;">Tags: tensorflow, adam soileau, e14p_AS, green, pi4, opencv, smart device, raspberry pi, transistors, iot, webcam, recycling, Adam, friday_release, solenoid</div> Episode 540: Object Detection for Smart Recyclinghttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540/revision/6Thu, 07 Jul 2022 21:21:59 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:9e81006c-5e54-46cd-a9f3-a7a07b346c61saradetwilerhttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540#commentsRevision 6 posted to Documents by saradetwiler on 7/7/2022 9:21:59 PM<br /> <p><a href="https://www.youtube.com/watch?v=4TI9v9Nboa8">www.youtube.com/watch</a></p> <p></p> <p style="margin:0;padding:0px;">&nbsp;</p> <p style="background-color:#e9f6fc;border:1px solid #b8d7e5;margin:0;max-width:744px;padding:8px;">Ever find trash or non-recyclables in recycling bins? Adam uses a Raspberry Pi coupled with a webcam to identify soda bottles and cans to help alleviate this problem. Watch Adam build a recycling bin attachment that stops trash and non-soda cans from ending up in the recycling bin, using a solenoid lock and hall effect sensor.</p> <p style="margin:0;padding:0px;">&nbsp;</p> <h3 id="mcetoc_1fsgq27gt1">Supplemental Content:</h3> <p style="margin:0;padding:0px;"></p> <ul> <li style="margin:0;padding:0px;"><a href="/challenges-projects/element14-presents/project-videos/w/documents/27484/episode-539-training-a-machine-to-recognize-objects---how-hard-can-it-be">Episode 539: Training a Machine to Recognize Objects - How Hard Can It Be?</a></li> <li style="margin:0;padding:0px;"><a href="/cfs-file/__key/communityserver-wikis-components-files/00-00-00-03-81/Adam-Soileau-_2D00_-Resources.zip">Resources</a></li> </ul> <p></p> <h3 id="mcetoc_1ft0ug6sk3">Bill of Material:</h3> <p></p> <table class="e14-product-bom-main"> <tbody> <tr> <th>Product Name</th> <th>Manufacturer</th> <th>Quantity</th> <th><a id="e14-product-link-45161" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982,3111477,3106258,2918574,9801529,3275694,2295705&nsku=33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_BUY_KIT" class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('45161'));" data-farnell="2675982,3111477,3106258,2918574,9801529,3275694,2295705" data-newark="33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Kit</a> </th> </tr> <tr> <td>AC/DC Power Supply, ITE, 1 Output, 12 V, 3 A</td> <td>MCM</td> <td>1</td> <td><a id="e14-product-link-6dfb5" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('6dfb5'));" data-farnell="" data-newark="33AC3039" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>HD PRO WEBCAM, 3MP, 720P</td> <td>LOGITECH</td> <td>1</td> <td><a id="e14-product-link-f02d5" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982&nsku=03AC4947&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('f02d5'));" data-farnell="2675982" data-newark="03AC4947" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Hall Effect Sensor, Unipolar, 20 mA, TO-92, 3 Pins, 3.8 V, 30 V</td> <td>HONEYWELL</td> <td>1</td> <td><a id="e14-product-link-ecec5" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3111477&nsku=93F6654&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('ecec5'));" data-farnell="3111477" data-newark="93F6654" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Through Hole Resistor, 10 kohm</td> <td>VISHAY</td> <td>1</td> <td><a id="e14-product-link-410da" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('410da'));" data-farnell="" data-newark="74C0155" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>AC/DC Power Supply, 1 Output, 15.3 W, 5.1 V, 3 A</td> <td>STONTRONIS</td> <td>1</td> <td><a id="e14-product-link-c2197" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3106258&nsku=07AH1287&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('c2197'));" data-farnell="3106258" data-newark="07AH1287" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>3D PRINTING FILAMENT, PLA, 1.75MM, WHITE</td> <td>ULTRAFUSE</td> <td>1</td> <td><a id="e14-product-link-42847" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2918574&nsku=71AC3759&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('42847'));" data-farnell="2918574" data-newark="71AC3759" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>NeoPixel LED Ring, 16 x RGB LED,</td> <td>ADAFRUIT</td> <td>1</td> <td><a id="e14-product-link-4800c" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('4800c'));" data-farnell="" data-newark="26Y8458" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Bipolar (BJT) Single Transistor, NPN, 45 V</td> <td>STMICROELECTRONICS</td> <td>1</td> <td><a id="e14-product-link-185f6" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=9801529&nsku=05M3391&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('185f6'));" data-farnell="9801529" data-newark="05M3391" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Linear Solenoid, D Type / Box Type, Pull, Intermittent, 12 VDC</td> <td>MULTICOMP PRO</td> <td>1</td> <td><a id="e14-product-link-b0ab0" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3275694&nsku=33AH9853&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('b0ab0'));" data-farnell="3275694" data-newark="33AH9853" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Breadboard, Solderless, 83.82mm x 54.356mm</td> <td>TWIN INDUSTRIES</td> <td>1</td> <td><a id="e14-product-link-8e961" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2295705&nsku=56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('8e961'));" data-farnell="2295705" data-newark="56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr class="xs-hide"> <td> <p>&nbsp;</p> <h3 id="mcetoc_1ft0ug6sk3">Additional Parts:</h3> <table> <tbody> <tr> <td>Small Magnet</td> </tr> <tr> <td>3 inch Hinge</td> </tr> <tr> <td>Varies other size screws (I used #4 and #6)</td> </tr> <tr> <td>1/2 inch Plywood</td> </tr> </tbody> </table> <p></p> </td> <td></td> <td></td> <td></td> </tr> </tbody> </table> <h2 id="mcetoc_1frutddo20"><span style="color:#3334ca;"></span></h2> <div style="background:#ffffff;border:1px solid #dadada;margin:0;padding:14px 16px 16px 18px;vertical-align:top;"> <div style="display:inline-block;float:left;padding:0px 25px 8px 0px;"><a href="/challengesprojects/element14-presents/"><br /><img alt="element14 presents" src="/e14/assets/legacy/2018/e14PresentsJune818.png" width="180px" /></a></div> <div style="display:inline-block;vertical-align:top;width:70%;"><br /> <p style="margin:0;"><span><a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/">element14 presents</a></span>&nbsp; <strong>|</strong>&nbsp; <a class="jive-link-wiki-small" href="/challengesprojects/element14-presents/vcp-program/w/documents/4908/vcp-biography-adam">About Adam</a> <span style="padding-right:5px;"> </span><strong>|</strong>&nbsp; <a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/project-videos/">Project Videos</a></p> <p style="margin:0;"></p> </div> </div><div style="clear:both;"></div> <div style="font-size: 90%;">Tags: tensorflow, adam soileau, e14p_AS, green, pi4, opencv, smart device, raspberry pi, transistors, iot, webcam, recycling, Adam, friday_release, solenoid</div> Episode 540: Object Detection for Smart Recyclinghttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540/revision/5Thu, 10 Mar 2022 16:58:02 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:9e81006c-5e54-46cd-a9f3-a7a07b346c61tariq.ahmadhttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540#commentsRevision 5 posted to Documents by tariq.ahmad on 3/10/2022 4:58:02 PM<br /> <p><a href="https://www.youtube.com/watch?v=4TI9v9Nboa8">www.youtube.com/watch</a></p> <p></p> <p style="margin:0;padding:0px;">&nbsp;</p> <p style="background-color:#e9f6fc;border:1px solid #b8d7e5;margin:0;max-width:744px;padding:8px;">Ever find trash or non-recyclables in recycling bins? Adam uses a Raspberry Pi coupled with a webcam to identify soda bottles and cans to help alleviate this problem. Watch Adam build a recycling bin attachment that stops trash and non-soda cans from ending up in the recycling bin, using a solenoid lock and hall effect sensor.</p> <p style="margin:0;padding:0px;">&nbsp;</p> <h3 id="mcetoc_1fsgq27gt1">Supplemental Content:</h3> <p style="margin:0;padding:0px;"></p> <ul> <li style="margin:0;padding:0px;"><a href="/challenges-projects/element14-presents/project-videos/w/documents/27484/episode-539-training-a-machine-to-recognize-objects---how-hard-can-it-be">Episode 539: Training a Machine to Recognize Objects - How Hard Can It Be?</a></li> <li style="margin:0;padding:0px;"><a href="/cfs-file/__key/communityserver-wikis-components-files/00-00-00-03-81/Adam-Soileau-_2D00_-Resources.zip">Resources</a></li> </ul> <p></p> <h3 id="mcetoc_1ft0ug6sk3">Bill of Material:</h3> <p></p> <table class="e14-product-bom-main"> <tbody> <tr> <th>Product Name</th> <th>Manufacturer</th> <th>Quantity</th> <th><a id="e14-product-link-6a3a1" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982,3111477,3106258,2918574,9801529,3275694,2295705&nsku=33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_BUY_KIT" class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('6a3a1'));" data-farnell="2675982,3111477,3106258,2918574,9801529,3275694,2295705" data-newark="33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Kit</a> </th> </tr> <tr> <td>AC/DC Power Supply, ITE, 1 Output, 12 V, 3 A</td> <td>MCM</td> <td>1</td> <td><a id="e14-product-link-0a4bb" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('0a4bb'));" data-farnell="" data-newark="33AC3039" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>HD PRO WEBCAM, 3MP, 720P</td> <td>LOGITECH</td> <td>1</td> <td><a id="e14-product-link-e10b9" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982&nsku=03AC4947&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('e10b9'));" data-farnell="2675982" data-newark="03AC4947" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Hall Effect Sensor, Unipolar, 20 mA, TO-92, 3 Pins, 3.8 V, 30 V</td> <td>HONEYWELL</td> <td>1</td> <td><a id="e14-product-link-bcaaf" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3111477&nsku=93F6654&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('bcaaf'));" data-farnell="3111477" data-newark="93F6654" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Through Hole Resistor, 10 kohm</td> <td>VISHAY</td> <td>1</td> <td><a id="e14-product-link-76a94" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('76a94'));" data-farnell="" data-newark="74C0155" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>AC/DC Power Supply, 1 Output, 15.3 W, 5.1 V, 3 A</td> <td>STONTRONIS</td> <td>1</td> <td><a id="e14-product-link-98cac" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3106258&nsku=07AH1287&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('98cac'));" data-farnell="3106258" data-newark="07AH1287" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>3D PRINTING FILAMENT, PLA, 1.75MM, WHITE</td> <td>ULTRAFUSE</td> <td>1</td> <td><a id="e14-product-link-7cd17" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2918574&nsku=71AC3759&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('7cd17'));" data-farnell="2918574" data-newark="71AC3759" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>NeoPixel LED Ring, 16 x RGB LED,</td> <td>ADAFRUIT</td> <td>1</td> <td><a id="e14-product-link-5976a" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('5976a'));" data-farnell="" data-newark="26Y8458" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Bipolar (BJT) Single Transistor, NPN, 45 V</td> <td>STMICROELECTRONICS</td> <td>1</td> <td><a id="e14-product-link-27c16" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=9801529&nsku=05M3391&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('27c16'));" data-farnell="9801529" data-newark="05M3391" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Linear Solenoid, D Type / Box Type, Pull, Intermittent, 12 VDC</td> <td>MULTICOMP PRO</td> <td>1</td> <td><a id="e14-product-link-7b559" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3275694&nsku=33AH9853&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('7b559'));" data-farnell="3275694" data-newark="33AH9853" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Breadboard, Solderless, 83.82mm x 54.356mm</td> <td>TWIN INDUSTRIES</td> <td>1</td> <td><a id="e14-product-link-01198" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2295705&nsku=56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('01198'));" data-farnell="2295705" data-newark="56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr class="xs-hide"> <td> <p>&nbsp;</p> <h3 id="mcetoc_1ft0ug6sk3">Additional Parts:</h3> <table> <tbody> <tr> <td>Small Magnet</td> </tr> <tr> <td>3 inch Hinge</td> </tr> <tr> <td>Varies other size screws (I used #4 and #6)</td> </tr> <tr> <td>1/2 inch Plywood</td> </tr> </tbody> </table> <p></p> </td> <td></td> <td></td> <td></td> </tr> </tbody> </table> <h2 id="mcetoc_1frutddo20"><span style="color:#3334ca;"></span></h2> <div style="background:#ffffff;border:1px solid #dadada;margin:0;padding:14px 16px 16px 18px;vertical-align:top;"> <div style="display:inline-block;float:left;padding:0px 25px 8px 0px;"><a href="/challengesprojects/element14-presents/"><br /><img alt="element14 presents" src="/e14/assets/legacy/2018/e14PresentsJune818.png" width="180px" /></a></div> <div style="display:inline-block;vertical-align:top;width:70%;"><br /> <p style="margin:0;"><span><a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/">element14 presents</a></span>&nbsp; <strong>|</strong>&nbsp; <a class="jive-link-wiki-small" href="/challengesprojects/element14-presents/vcp-program/w/documents/4908/vcp-biography-adam">About Adam</a> <span style="padding-right:5px;"> </span><strong>|</strong>&nbsp; <a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/project-videos/">Project Videos</a></p> <p style="margin:0;"></p> </div> </div><div style="clear:both;"></div> <div style="font-size: 90%;">Tags: tensorflow, adam soileau, green, pi4, opencv, smart device, raspberry pi, transistors, iot, webcam, recycling, Adam, friday_release, solenoid</div> Episode 540: Object Detection for Smart Recyclinghttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540/revision/4Thu, 10 Mar 2022 16:45:00 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:9e81006c-5e54-46cd-a9f3-a7a07b346c61pchanhttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540#commentsRevision 4 posted to Documents by pchan on 3/10/2022 4:45:00 PM<br /> <p><a href="https://www.youtube.com/watch?v=4TI9v9Nboa8">www.youtube.com/watch</a></p> <p></p> <p style="margin:0;padding:0px;">&nbsp;</p> <p style="background-color:#e9f6fc;border:1px solid #b8d7e5;margin:0;max-width:744px;padding:8px;">Ever find trash or non-recyclables in recycling bins? Adam uses a Raspberry Pi coupled with a webcam to identify soda bottles and cans to help alleviate this problem. Watch Adam build a recycling bin attachment that stops trash and non-soda cans from ending up in the recycling bin, using a solenoid lock and hall effect sensor.</p> <p style="margin:0;padding:0px;">&nbsp;</p> <h3 id="mcetoc_1fsgq27gt1">Supplemental Content:</h3> <p style="margin:0;padding:0px;"></p> <ul> <li style="margin:0;padding:0px;"><a href="/challenges-projects/element14-presents/project-videos/w/documents/27484/episode-539-training-a-machine-to-recognize-objects---how-hard-can-it-be">Episode 539: Training a Machine to Recognize Objects - How Hard Can It Be?</a></li> <li style="margin:0;padding:0px;"><a href="/cfs-file/__key/communityserver-wikis-components-files/00-00-00-03-81/Adam-Soileau-_2D00_-Resources.zip">Resources</a></li> </ul> <p></p> <h3 id="mcetoc_1ft0ug6sk3">Bill of Material:</h3> <p></p> <table class="e14-product-bom-main"> <tbody> <tr> <th>Product Name</th> <th>Manufacturer</th> <th>Quantity</th> <th><a id="e14-product-link-ecde5" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982,3111477,3106258,2918574,9801529,3275694,2295705&nsku=33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_BUY_KIT" class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('ecde5'));" data-farnell="2675982,3111477,3106258,2918574,9801529,3275694,2295705" data-newark="33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Kit</a> </th> </tr> <tr> <td>AC/DC Power Supply, ITE, 1 Output, 12 V, 3 A</td> <td>MCM</td> <td>1</td> <td><a id="e14-product-link-0a441" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('0a441'));" data-farnell="" data-newark="33AC3039" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>HD PRO WEBCAM, 3MP, 720P</td> <td>LOGITECH</td> <td>1</td> <td><a id="e14-product-link-8be08" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982&nsku=03AC4947&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('8be08'));" data-farnell="2675982" data-newark="03AC4947" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Hall Effect Sensor, Unipolar, 20 mA, TO-92, 3 Pins, 3.8 V, 30 V</td> <td>HONEYWELL</td> <td>1</td> <td><a id="e14-product-link-11cfe" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3111477&nsku=93F6654&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('11cfe'));" data-farnell="3111477" data-newark="93F6654" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Through Hole Resistor, 10 kohm</td> <td>VISHAY</td> <td>1</td> <td><a id="e14-product-link-59b92" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('59b92'));" data-farnell="" data-newark="74C0155" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>AC/DC Power Supply, 1 Output, 15.3 W, 5.1 V, 3 A</td> <td>STONTRONIS</td> <td>1</td> <td><a id="e14-product-link-29b7c" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3106258&nsku=07AH1287&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('29b7c'));" data-farnell="3106258" data-newark="07AH1287" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>3D PRINTING FILAMENT, PLA, 1.75MM, WHITE</td> <td>ULTRAFUSE</td> <td>1</td> <td><a id="e14-product-link-f5c27" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2918574&nsku=71AC3759&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('f5c27'));" data-farnell="2918574" data-newark="71AC3759" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>NeoPixel LED Ring, 16 x RGB LED,</td> <td>ADAFRUIT</td> <td>1</td> <td><a id="e14-product-link-2ea1e" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('2ea1e'));" data-farnell="" data-newark="26Y8458" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Bipolar (BJT) Single Transistor, NPN, 45 V</td> <td>STMICROELECTRONICS</td> <td>1</td> <td><a id="e14-product-link-f1701" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=9801529&nsku=05M3391&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('f1701'));" data-farnell="9801529" data-newark="05M3391" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Linear Solenoid, D Type / Box Type, Pull, Intermittent, 12 VDC</td> <td>MULTICOMP PRO</td> <td>1</td> <td><a id="e14-product-link-d6c8c" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3275694&nsku=33AH9853&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('d6c8c'));" data-farnell="3275694" data-newark="33AH9853" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Breadboard, Solderless, 83.82mm x 54.356mm</td> <td>TWIN INDUSTRIES</td> <td>1</td> <td><a id="e14-product-link-14030" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2295705&nsku=56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('14030'));" data-farnell="2295705" data-newark="56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr class="xs-hide"> <td> <p>&nbsp;</p> <h3 id="mcetoc_1ft0ug6sk3">Additional Parts:</h3> <table> <tbody> <tr> <td>Small Magnet</td> </tr> <tr> <td>3 inch Hinge</td> </tr> <tr> <td>Varies other size screws (I used #4 and #6)</td> </tr> <tr> <td>1/2 inch Plywood</td> </tr> </tbody> </table> <p></p> </td> <td></td> <td></td> <td></td> </tr> </tbody> </table> <h2 id="mcetoc_1frutddo20"><span style="color:#3334ca;"></span></h2> <div style="background:#ffffff;border:1px solid #dadada;margin:0;padding:14px 16px 16px 18px;vertical-align:top;"> <div style="display:inline-block;float:left;padding:0px 25px 8px 0px;"><a href="/challengesprojects/element14-presents/"><br /><img alt="element14 presents" src="/e14/assets/legacy/2018/e14PresentsJune818.png" width="180px" /></a></div> <div style="display:inline-block;vertical-align:top;width:70%;"><br /> <p style="margin:0;"><span><a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/">element14 presents</a></span>&nbsp; <strong>|</strong>&nbsp; <a class="jive-link-wiki-small" href="/challengesprojects/element14-presents/vcp-program/w/documents/4908/vcp-biography-adam">About Adam</a> <span style="padding-right:5px;"> </span><strong>|</strong>&nbsp; <a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/project-videos/">Project Videos</a></p> <p style="margin:0;"></p> </div> </div><div style="clear:both;"></div> <div style="font-size: 90%;">Tags: tensorflow, adam soileau, green, pi4, opencv, smart device, transistors, iot, webcam, recycling, friday_release, solenoid</div> Episode 540: Object Detection for Smart Recyclinghttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540/revision/2Mon, 28 Feb 2022 20:03:09 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:9e81006c-5e54-46cd-a9f3-a7a07b346c61tariq.ahmadhttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540#commentsRevision 2 posted to Documents by tariq.ahmad on 2/28/2022 8:03:09 PM<br /> <p><a href="https://www.youtube.com/watch?v=4TI9v9Nboa8">www.youtube.com/watch</a></p> <p></p> <p style="margin:0;padding:0px;">&nbsp;</p> <p style="background-color:#e9f6fc;border:1px solid #b8d7e5;margin:0;max-width:744px;padding:8px;">Ever find trash or non-recyclables in recycling bins? Adam uses a Raspberry Pi coupled with a webcam to identify soda bottles and cans to help alleviate this problem. Watch Adam build a recycling bin attachment that stops trash and non-soda cans from ending up in the recycling bin, using a solenoid lock and hall effect sensor.</p> <p style="margin:0;padding:0px;">&nbsp;</p> <h3 id="mcetoc_1fsgq27gt1">Supplemental Content:</h3> <p style="margin:0;padding:0px;"></p> <ul> <li style="margin:0;padding:0px;"><a href="/challenges-projects/element14-presents/project-videos/w/documents/27484/episode-539-training-a-machine-to-recognize-objects---how-hard-can-it-be">Episode 539: Training a Machine to Recognize Objects - How Hard Can It Be?</a></li> <li style="margin:0;padding:0px;"><a href="/cfs-file/__key/communityserver-wikis-components-files/00-00-00-04-35/Adam-Soileau-_2D00_-Resources.zip">Resources</a></li> </ul> <p></p> <h3 id="mcetoc_1ft0ug6sk3">Bill of Material:</h3> <p></p> <table class="e14-product-bom-main"> <tbody> <tr> <th>Product Name</th> <th>Manufacturer</th> <th>Quantity</th> <th><a id="e14-product-link-e4e9d" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982,3111477,3106258,2918574,9801529,3275694,2295705&nsku=33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_BUY_KIT" class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('e4e9d'));" data-farnell="2675982,3111477,3106258,2918574,9801529,3275694,2295705" data-newark="33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Kit</a> </th> </tr> <tr> <td>AC/DC Power Supply, ITE, 1 Output, 12 V, 3 A</td> <td>MCM</td> <td>1</td> <td><a id="e14-product-link-080ff" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('080ff'));" data-farnell="" data-newark="33AC3039" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>HD PRO WEBCAM, 3MP, 720P</td> <td>LOGITECH</td> <td>1</td> <td><a id="e14-product-link-ad6d1" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982&nsku=03AC4947&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('ad6d1'));" data-farnell="2675982" data-newark="03AC4947" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Hall Effect Sensor, Unipolar, 20 mA, TO-92, 3 Pins, 3.8 V, 30 V</td> <td>HONEYWELL</td> <td>1</td> <td><a id="e14-product-link-72cd4" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3111477&nsku=93F6654&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('72cd4'));" data-farnell="3111477" data-newark="93F6654" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Through Hole Resistor, 10 kohm</td> <td>VISHAY</td> <td>1</td> <td><a id="e14-product-link-4e8f9" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('4e8f9'));" data-farnell="" data-newark="74C0155" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>AC/DC Power Supply, 1 Output, 15.3 W, 5.1 V, 3 A</td> <td>STONTRONIS</td> <td>1</td> <td><a id="e14-product-link-ba834" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3106258&nsku=07AH1287&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('ba834'));" data-farnell="3106258" data-newark="07AH1287" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>3D PRINTING FILAMENT, PLA, 1.75MM, WHITE</td> <td>ULTRAFUSE</td> <td>1</td> <td><a id="e14-product-link-b4953" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2918574&nsku=71AC3759&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('b4953'));" data-farnell="2918574" data-newark="71AC3759" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>NeoPixel LED Ring, 16 x RGB LED,</td> <td>ADAFRUIT</td> <td>1</td> <td><a id="e14-product-link-08e56" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('08e56'));" data-farnell="" data-newark="26Y8458" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Bipolar (BJT) Single Transistor, NPN, 45 V</td> <td>STMICROELECTRONICS</td> <td>1</td> <td><a id="e14-product-link-e76c2" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=9801529&nsku=05M3391&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('e76c2'));" data-farnell="9801529" data-newark="05M3391" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Linear Solenoid, D Type / Box Type, Pull, Intermittent, 12 VDC</td> <td>MULTICOMP PRO</td> <td>1</td> <td><a id="e14-product-link-65a87" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3275694&nsku=33AH9853&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('65a87'));" data-farnell="3275694" data-newark="33AH9853" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Breadboard, Solderless, 83.82mm x 54.356mm</td> <td>TWIN INDUSTRIES</td> <td>1</td> <td><a id="e14-product-link-3e127" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2295705&nsku=56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('3e127'));" data-farnell="2295705" data-newark="56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr class="xs-hide"> <td> <p>&nbsp;</p> <h3 id="mcetoc_1ft0ug6sk3">Additional Parts:</h3> <table> <tbody> <tr> <td>Small Magnet</td> </tr> <tr> <td>3 inch Hinge</td> </tr> <tr> <td>Varies other size screws (I used #4 and #6)</td> </tr> <tr> <td>1/2 inch Plywood</td> </tr> </tbody> </table> <p></p> </td> <td></td> <td></td> <td></td> </tr> </tbody> </table> <h2 id="mcetoc_1frutddo20"><span style="color:#3334ca;"></span></h2> <div style="background:#ffffff;border:1px solid #dadada;margin:0;padding:14px 16px 16px 18px;vertical-align:top;"> <div style="display:inline-block;float:left;padding:0px 25px 8px 0px;"><a href="/challengesprojects/element14-presents/"><br /><img alt="element14 presents" src="/e14/assets/legacy/2018/e14PresentsJune818.png" width="180px" /></a></div> <div style="display:inline-block;vertical-align:top;width:70%;"><br /> <p style="margin:0;"><span><a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/">element14 presents</a></span>&nbsp; <strong>|</strong>&nbsp; <a class="jive-link-wiki-small" href="/challengesprojects/element14-presents/vcp-program/w/documents/4908/vcp-biography-adam">About Adam</a> <span style="padding-right:5px;"> </span><strong>|</strong>&nbsp; <a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/project-videos/">Project Videos</a></p> <p style="margin:0;"></p> </div> </div><div style="clear:both;"></div> <div style="font-size: 90%;">Tags: tensorflow, adam soileau, green, pi4, opencv, smart device, transistors, iot, webcam, recycling, solenoid</div> Episode 540: Object Detection for Smart Recyclinghttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540/revision/3Mon, 28 Feb 2022 20:03:09 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:9e81006c-5e54-46cd-a9f3-a7a07b346c61tariq.ahmadhttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540#commentsRevision 3 posted to Documents by tariq.ahmad on 2/28/2022 8:03:09 PM<br /> <p><a href="https://www.youtube.com/watch?v=4TI9v9Nboa8">www.youtube.com/watch</a></p> <p></p> <p style="margin:0;padding:0px;">&nbsp;</p> <p style="background-color:#e9f6fc;border:1px solid #b8d7e5;margin:0;max-width:744px;padding:8px;">Ever find trash or non-recyclables in recycling bins? Adam uses a Raspberry Pi coupled with a webcam to identify soda bottles and cans to help alleviate this problem. Watch Adam build a recycling bin attachment that stops trash and non-soda cans from ending up in the recycling bin, using a solenoid lock and hall effect sensor.</p> <p style="margin:0;padding:0px;">&nbsp;</p> <h3 id="mcetoc_1fsgq27gt1">Supplemental Content:</h3> <p style="margin:0;padding:0px;"></p> <ul> <li style="margin:0;padding:0px;"><a href="/challenges-projects/element14-presents/project-videos/w/documents/27484/episode-539-training-a-machine-to-recognize-objects---how-hard-can-it-be">Episode 539: Training a Machine to Recognize Objects - How Hard Can It Be?</a></li> <li style="margin:0;padding:0px;"><a href="/cfs-file/__key/communityserver-wikis-components-files/00-00-00-03-81/Adam-Soileau-_2D00_-Resources.zip">Resources</a></li> </ul> <p></p> <h3 id="mcetoc_1ft0ug6sk3">Bill of Material:</h3> <p></p> <table class="e14-product-bom-main"> <tbody> <tr> <th>Product Name</th> <th>Manufacturer</th> <th>Quantity</th> <th><a id="e14-product-link-781da" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982,3111477,3106258,2918574,9801529,3275694,2295705&nsku=33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_BUY_KIT" class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('781da'));" data-farnell="2675982,3111477,3106258,2918574,9801529,3275694,2295705" data-newark="33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Kit</a> </th> </tr> <tr> <td>AC/DC Power Supply, ITE, 1 Output, 12 V, 3 A</td> <td>MCM</td> <td>1</td> <td><a id="e14-product-link-61d0f" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('61d0f'));" data-farnell="" data-newark="33AC3039" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>HD PRO WEBCAM, 3MP, 720P</td> <td>LOGITECH</td> <td>1</td> <td><a id="e14-product-link-9e5a7" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982&nsku=03AC4947&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('9e5a7'));" data-farnell="2675982" data-newark="03AC4947" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Hall Effect Sensor, Unipolar, 20 mA, TO-92, 3 Pins, 3.8 V, 30 V</td> <td>HONEYWELL</td> <td>1</td> <td><a id="e14-product-link-80db6" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3111477&nsku=93F6654&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('80db6'));" data-farnell="3111477" data-newark="93F6654" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Through Hole Resistor, 10 kohm</td> <td>VISHAY</td> <td>1</td> <td><a id="e14-product-link-60617" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('60617'));" data-farnell="" data-newark="74C0155" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>AC/DC Power Supply, 1 Output, 15.3 W, 5.1 V, 3 A</td> <td>STONTRONIS</td> <td>1</td> <td><a id="e14-product-link-72a39" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3106258&nsku=07AH1287&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('72a39'));" data-farnell="3106258" data-newark="07AH1287" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>3D PRINTING FILAMENT, PLA, 1.75MM, WHITE</td> <td>ULTRAFUSE</td> <td>1</td> <td><a id="e14-product-link-de376" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2918574&nsku=71AC3759&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('de376'));" data-farnell="2918574" data-newark="71AC3759" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>NeoPixel LED Ring, 16 x RGB LED,</td> <td>ADAFRUIT</td> <td>1</td> <td><a id="e14-product-link-3b493" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('3b493'));" data-farnell="" data-newark="26Y8458" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Bipolar (BJT) Single Transistor, NPN, 45 V</td> <td>STMICROELECTRONICS</td> <td>1</td> <td><a id="e14-product-link-cb974" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=9801529&nsku=05M3391&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('cb974'));" data-farnell="9801529" data-newark="05M3391" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Linear Solenoid, D Type / Box Type, Pull, Intermittent, 12 VDC</td> <td>MULTICOMP PRO</td> <td>1</td> <td><a id="e14-product-link-5b5b3" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3275694&nsku=33AH9853&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('5b5b3'));" data-farnell="3275694" data-newark="33AH9853" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Breadboard, Solderless, 83.82mm x 54.356mm</td> <td>TWIN INDUSTRIES</td> <td>1</td> <td><a id="e14-product-link-b4384" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2295705&nsku=56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('b4384'));" data-farnell="2295705" data-newark="56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr class="xs-hide"> <td> <p>&nbsp;</p> <h3 id="mcetoc_1ft0ug6sk3">Additional Parts:</h3> <table> <tbody> <tr> <td>Small Magnet</td> </tr> <tr> <td>3 inch Hinge</td> </tr> <tr> <td>Varies other size screws (I used #4 and #6)</td> </tr> <tr> <td>1/2 inch Plywood</td> </tr> </tbody> </table> <p></p> </td> <td></td> <td></td> <td></td> </tr> </tbody> </table> <h2 id="mcetoc_1frutddo20"><span style="color:#3334ca;"></span></h2> <div style="background:#ffffff;border:1px solid #dadada;margin:0;padding:14px 16px 16px 18px;vertical-align:top;"> <div style="display:inline-block;float:left;padding:0px 25px 8px 0px;"><a href="/challengesprojects/element14-presents/"><br /><img alt="element14 presents" src="/e14/assets/legacy/2018/e14PresentsJune818.png" width="180px" /></a></div> <div style="display:inline-block;vertical-align:top;width:70%;"><br /> <p style="margin:0;"><span><a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/">element14 presents</a></span>&nbsp; <strong>|</strong>&nbsp; <a class="jive-link-wiki-small" href="/challengesprojects/element14-presents/vcp-program/w/documents/4908/vcp-biography-adam">About Adam</a> <span style="padding-right:5px;"> </span><strong>|</strong>&nbsp; <a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/project-videos/">Project Videos</a></p> <p style="margin:0;"></p> </div> </div><div style="clear:both;"></div> <div style="font-size: 90%;">Tags: tensorflow, adam soileau, green, pi4, opencv, smart device, transistors, iot, webcam, recycling, solenoid</div> Episode 540: Object Detection for Smart Recyclinghttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540/revision/1Mon, 28 Feb 2022 20:02:13 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:9e81006c-5e54-46cd-a9f3-a7a07b346c61tariq.ahmadhttps://community.element14.com/challenges-projects/element14-presents/project-videos/w/documents/27493/object-detection-for-smart-recycling----episode-540#commentsRevision 1 posted to Documents by tariq.ahmad on 2/28/2022 8:02:13 PM<br /> <p><a href="https://www.youtube.com/watch?v=4TI9v9Nboa8">www.youtube.com/watch</a></p> <p></p> <p style="margin:0;padding:0px;">&nbsp;</p> <p style="background-color:#e9f6fc;border:1px solid #b8d7e5;margin:0;max-width:744px;padding:8px;">Ever find trash or non-recyclables in recycling bins? Adam uses a Raspberry Pi coupled with a webcam to identify soda bottles and cans to help alleviate this problem. Watch Adam build a recycling bin attachment that stops trash and non-soda cans from ending up in the recycling bin, using a solenoid lock and hall effect sensor.</p> <p style="margin:0;padding:0px;">&nbsp;</p> <h3 id="mcetoc_1fsgq27gt1">Supplemental Content:</h3> <p style="margin:0;padding:0px;"></p> <ul> <li style="margin:0;padding:0px;"><a href="/challenges-projects/element14-presents/project-videos/w/documents/27484/episode-539-training-a-machine-to-recognize-objects---how-hard-can-it-be">Episode 539: Training a Machine to Recognize Objects - How Hard Can It Be?</a></li> <li style="margin:0;padding:0px;"><a href="/cfs-file/__key/communityserver-wikis-components-files/00-00-00-04-35/Adam-Soileau-_2D00_-Resources.zip">Resources</a></li> </ul> <p></p> <h3 id="mcetoc_1ft0ug6sk3">Bill of Material:</h3> <p></p> <table class="e14-product-bom-main"> <tbody> <tr> <th>Product Name</th> <th>Manufacturer</th> <th>Quantity</th> <th><a id="e14-product-link-dd03d" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982,3111477,3106258,2918574,9801529,3275694,2295705&nsku=33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_BUY_KIT" class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('dd03d'));" data-farnell="2675982,3111477,3106258,2918574,9801529,3275694,2295705" data-newark="33AC3039,03AC4947,93F6654,74C0155,07AH1287,71AC3759,26Y8458,05M3391,33AH9853,56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Kit</a> </th> </tr> <tr> <td>AC/DC Power Supply, ITE, 1 Output, 12 V, 3 A</td> <td>MCM</td> <td>1</td> <td><a id="e14-product-link-35651" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('35651'));" data-farnell="" data-newark="33AC3039" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>HD PRO WEBCAM, 3MP, 720P</td> <td>LOGITECH</td> <td>1</td> <td><a id="e14-product-link-ec9f2" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2675982&nsku=03AC4947&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('ec9f2'));" data-farnell="2675982" data-newark="03AC4947" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Hall Effect Sensor, Unipolar, 20 mA, TO-92, 3 Pins, 3.8 V, 30 V</td> <td>HONEYWELL</td> <td>1</td> <td><a id="e14-product-link-ef6ff" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3111477&nsku=93F6654&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('ef6ff'));" data-farnell="3111477" data-newark="93F6654" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Through Hole Resistor, 10 kohm</td> <td>VISHAY</td> <td>1</td> <td><a id="e14-product-link-95659" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('95659'));" data-farnell="" data-newark="74C0155" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>AC/DC Power Supply, 1 Output, 15.3 W, 5.1 V, 3 A</td> <td>STONTRONIS</td> <td>1</td> <td><a id="e14-product-link-583bd" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3106258&nsku=07AH1287&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('583bd'));" data-farnell="3106258" data-newark="07AH1287" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>3D PRINTING FILAMENT, PLA, 1.75MM, WHITE</td> <td>ULTRAFUSE</td> <td>1</td> <td><a id="e14-product-link-66747" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2918574&nsku=71AC3759&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('66747'));" data-farnell="2918574" data-newark="71AC3759" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>NeoPixel LED Ring, 16 x RGB LED,</td> <td>ADAFRUIT</td> <td>1</td> <td><a id="e14-product-link-fe84d" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="javascript:void(0)" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('fe84d'));" data-farnell="" data-newark="26Y8458" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Bipolar (BJT) Single Transistor, NPN, 45 V</td> <td>STMICROELECTRONICS</td> <td>1</td> <td><a id="e14-product-link-61b34" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=9801529&nsku=05M3391&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('61b34'));" data-farnell="9801529" data-newark="05M3391" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Linear Solenoid, D Type / Box Type, Pull, Intermittent, 12 VDC</td> <td>MULTICOMP PRO</td> <td>1</td> <td><a id="e14-product-link-330d1" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=3275694&nsku=33AH9853&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('330d1'));" data-farnell="3275694" data-newark="33AH9853" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr> <td>Breadboard, Solderless, 83.82mm x 54.356mm</td> <td>TWIN INDUSTRIES</td> <td>1</td> <td><a id="e14-product-link-8b68c" data-at-areainteracted="rte-content" data-at-type="click" data-at-link-type="button" href="https://referral.element14.com/OrderCodeView?fsku=2295705&nsku=56T0249&COM=e14c-noscript&CMP=e14c-noscript&osetc=e14-noscript-tracking-loss" data-at-label="PRODUCT_POPUP_OPEN"class="e14-embedded e14_shopping-cart-far e14-button" onclick="event.preventDefault();e14.func.displayProduct(e14.meta.user.country, this, 'embedded-link', e14.func.getProductLinkJSON('8b68c'));" data-farnell="2295705" data-newark="56T0249" data-comoverride="" data-cmpoverride="" data-cpc="" data-avnetemea="" data-avnetema="" data-avnetasia="" >Buy Now</a> </td> </tr> <tr class="xs-hide"> <td> <p>&nbsp;</p> <h3 id="mcetoc_1ft0ug6sk3">Additional Parts:</h3> <table> <tbody> <tr> <td>Small Magnet</td> </tr> <tr> <td>3 inch Hinge</td> </tr> <tr> <td>Varies other size screws (I used #4 and #6)</td> </tr> <tr> <td>1/2 inch Plywood</td> </tr> </tbody> </table> <p></p> </td> <td></td> <td></td> <td></td> </tr> </tbody> </table> <h2 id="mcetoc_1frutddo20"><span style="color:#3334ca;"></span></h2> <div style="background:#ffffff;border:1px solid #dadada;margin:0;padding:14px 16px 16px 18px;vertical-align:top;"> <div style="display:inline-block;float:left;padding:0px 25px 8px 0px;"><a href="/challengesprojects/element14-presents/"><br /><img alt="element14 presents" src="/e14/assets/legacy/2018/e14PresentsJune818.png" width="180px" /></a></div> <div style="display:inline-block;vertical-align:top;width:70%;"><br /> <p style="margin:0;"><span><a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/">element14 presents</a></span>&nbsp; <strong>|</strong>&nbsp; <a class="jive-link-wiki-small" href="/challengesprojects/element14-presents/vcp-program/w/documents/4908/vcp-biography-adam">About Adam</a> <span style="padding-right:5px;"> </span><strong>|</strong>&nbsp; <a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/element14-presents/project-videos/">Project Videos</a></p> <p style="margin:0;"></p> </div> </div><div style="clear:both;"></div> <div style="font-size: 90%;">Tags: tensorflow, green, pi4, opencv, smart device, transistors, iot, webcam, recycling, solenoid</div>