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-ab5a4" 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('ab5a4'));" 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-0952e" 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('0952e'));" 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-a171e" 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('a171e'));" 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-4e10f" 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('4e10f'));" 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-cc26b" 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('cc26b'));" 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-a7754" 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('a7754'));" 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-e1ca9" 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('e1ca9'));" 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-bc079" 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('bc079'));" 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-b1a8a" 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('b1a8a'));" 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-fca03" 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('fca03'));" 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-18045" 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('18045'));" 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-f76c6" 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('f76c6'));" 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-dfc32" 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('dfc32'));" 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-bac29" 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('bac29'));" 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-c8444" 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('c8444'));" 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-e7228" 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('e7228'));" 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-3d531" 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('3d531'));" 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-f215b" 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('f215b'));" 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-22abe" 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('22abe'));" 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-4c7a9" 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('4c7a9'));" 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-05c6a" 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('05c6a'));" 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-52436" 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('52436'));" 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-0ffc9" 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('0ffc9'));" 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-820f2" 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('820f2'));" 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-6fc91" 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('6fc91'));" 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-d96a5" 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('d96a5'));" 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-a6b0d" 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('a6b0d'));" 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-66e37" 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('66e37'));" 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-87039" 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('87039'));" 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-22ae7" 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('22ae7'));" 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-697a8" 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('697a8'));" 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-265ca" 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('265ca'));" 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-9813b" 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('9813b'));" 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-fece8" 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('fece8'));" 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-c94a8" 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('c94a8'));" 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-51551" 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('51551'));" 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-44481" 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('44481'));" 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-596b6" 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('596b6'));" 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-5b3c6" 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('5b3c6'));" 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-1fd9a" 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('1fd9a'));" 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-edbef" 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('edbef'));" 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-40f8d" 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('40f8d'));" 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-8eeb0" 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('8eeb0'));" 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-d39d0" 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('d39d0'));" 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-64e0b" 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('64e0b'));" 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-a6ac9" 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('a6ac9'));" 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-fabf7" 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('fabf7'));" 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-b5385" 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('b5385'));" 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-e9569" 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('e9569'));" 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-8cff8" 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('8cff8'));" 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-2f218" 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('2f218'));" 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-d9fe5" 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('d9fe5'));" 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-33a83" 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('33a83'));" 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-973a1" 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('973a1'));" 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-6272a" 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('6272a'));" 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-ee1d2" 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('ee1d2'));" 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-1532f" 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('1532f'));" 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-229ca" 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('229ca'));" 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-301bf" 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('301bf'));" 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-cad3e" 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('cad3e'));" 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-b4249" 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('b4249'));" 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-5a7ce" 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('5a7ce'));" 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-e6ae7" 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('e6ae7'));" 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-d0cb9" 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('d0cb9'));" 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-d9dc4" 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('d9dc4'));" 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-0cad0" 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('0cad0'));" 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-b2ebd" 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('b2ebd'));" 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-ecdfd" 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('ecdfd'));" 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-77429" 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('77429'));" 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-a7a98" 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('a7a98'));" 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-fbb66" 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('fbb66'));" 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-b9d79" 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('b9d79'));" 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-0a5e1" 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('0a5e1'));" 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-e3408" 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('e3408'));" 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-cb259" 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('cb259'));" 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-162ea" 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('162ea'));" 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-ee64f" 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('ee64f'));" 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>