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-e1706" 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('e1706'));" 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-77d73" 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('77d73'));" 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-e6dff" 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('e6dff'));" 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-a208f" 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('a208f'));" 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-8ea60" 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('8ea60'));" 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-5366f" 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('5366f'));" 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-8b754" 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('8b754'));" 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-20fbe" 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('20fbe'));" 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-cc775" 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('cc775'));" 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-aebb4" 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('aebb4'));" 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-5fa7d" 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('5fa7d'));" 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-33c42" 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('33c42'));" 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-7b58b" 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('7b58b'));" 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-50ff8" 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('50ff8'));" 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-06ee1" 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('06ee1'));" 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-0744a" 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('0744a'));" 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-67f9b" 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('67f9b'));" 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-15506" 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('15506'));" 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-93851" 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('93851'));" 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-eccac" 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('eccac'));" 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-831bb" 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('831bb'));" 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-d33e4" 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('d33e4'));" 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-5f4c4" 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('5f4c4'));" 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-b9b16" 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('b9b16'));" 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-d4fdd" 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('d4fdd'));" 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-47eee" 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('47eee'));" 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-77c92" 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('77c92'));" 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-6ae67" 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('6ae67'));" 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-b9b97" 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('b9b97'));" 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-898a2" 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('898a2'));" 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-a291a" 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('a291a'));" 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-de399" 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('de399'));" 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-a27bb" 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('a27bb'));" 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-75d14" 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('75d14'));" 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-08310" 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('08310'));" 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-44927" 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('44927'));" 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-4298b" 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('4298b'));" 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-cdd8a" 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('cdd8a'));" 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-0a083" 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('0a083'));" 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-236ca" 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('236ca'));" 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-2a389" 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('2a389'));" 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-7a851" 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('7a851'));" 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-ff92b" 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('ff92b'));" 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-e5618" 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('e5618'));" 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-0e765" 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('0e765'));" 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-cefcb" 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('cefcb'));" 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-9d7a9" 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('9d7a9'));" 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-957bf" 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('957bf'));" 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-f2d98" 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('f2d98'));" 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-e95fc" 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('e95fc'));" 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-0331b" 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('0331b'));" 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-be21f" 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('be21f'));" 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-e61ea" 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('e61ea'));" 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-4f016" 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('4f016'));" 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-02fcb" 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('02fcb'));" 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-5cfc6" 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('5cfc6'));" 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-8b171" 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('8b171'));" 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-8b442" 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('8b442'));" 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-54f80" 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('54f80'));" 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-2b972" 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('2b972'));" 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-014a4" 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('014a4'));" 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-5c1bb" 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('5c1bb'));" 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-72b6b" 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('72b6b'));" 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-dd27e" 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('dd27e'));" 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-a3f46" 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('a3f46'));" 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-fa829" 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('fa829'));" 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-ebc7d" 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('ebc7d'));" 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-9530f" 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('9530f'));" 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-7f725" 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('7f725'));" 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-b4a76" 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('b4a76'));" 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-86b1b" 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('86b1b'));" 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-46aff" 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('46aff'));" 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-806fa" 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('806fa'));" 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-ac3f1" 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('ac3f1'));" 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-3d79a" 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('3d79a'));" 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-c49b4" 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('c49b4'));" 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-159c1" 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('159c1'));" 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>