The latest articles on DEV Community by Ayush Bathrey (@ayushbathrey). https://dev.to/ayushbathrey https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F391772%2Fb90a838c-09a2-4032-8635-0de90aa49183.png https://dev.to/ayushbathrey en Ayush Bathrey Sat, 23 May 2020 08:35:40 +0000 https://dev.to/ayushbathrey/kirana-automated-invoice-generator-4ael https://dev.to/ayushbathrey/kirana-automated-invoice-generator-4ael <h2> My Final Project </h2> <p>Edge computing-based invoice generator and can differentiate up to 46 classes with respect to the size of the product.</p> <h2> Demo Link </h2> <p><a href="https://www.youtube.com/embed/xyTsDTEi42E">https://www.youtube.com/embed/xyTsDTEi42E</a></p> <h2> Link to Code </h2> <p>[Note]: # </p> <div class="ltag-github-readme-tag"> <div class="readme-overview"> <h2> <img src="https://res.cloudinary.com/practicaldev/image/fetch/s--vJ70wriM--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://practicaldev-herokuapp-com.freetls.fastly.net/assets/github-logo-ba8488d21cd8ee1fee097b8410db9deaa41d0ca30b004c0c63de0a479114156f.svg" alt="GitHub logo"> <a href="https://github.com/ayushbathrey"> ayushbathrey </a> / <a href="https://github.com/ayushbathrey/Kirana-Web-App"> Kirana-Web-App </a> </h2> <h3> </h3> </div> <div class="ltag-github-body"> <div id="readme" class="md"> <h1> How To Test Object Detection Classifier for Multiple Objects Using TensorFlow (GPU) on Windows 10</h1> <h2> Brief Summary</h2> <p><strong>Last updated: 10/18/2019 with TensorFlow v1.14</strong></p> <p><strong>What this model can predict/detect ?</strong></p> <p> It can check upto 46 different items , which may have brand but different size </p> <h2> Brands it can detect:</h2> <ul> <li> 1. Coke Glass bottle , Can , Plastic bottle 300ml to 2L.</li> <li> 2. Colgate Small , Medium , Size , Plax.</li> <li> 3. Nescafe Cappuccino , Gold , Classic availabe in small and medium size.</li> <li> 4. Toothbush.</li> <li> 5. Gooday biscuit small , medium , large.</li> <li> 6. Lays small , medium , large/family.</li> <li> 7. Brittania Toast small , medium, large.</li> <ul> I also made a YouTube video that walks through this tutorial. Any discrepancies between the video and this written tutorial are due to updates required for using newer versions of TensorFlow <p><strong>If there are differences between this written tutorial and the video, follow the</strong>…</p> </ul> </ul> </div> </div> <div class="gh-btn-container"><a class="gh-btn" href="https://github.com/ayushbathrey/Kirana-Web-App">View on GitHub</a></div> </div> <h2> How I built it (what's the stack? did I run into issues or discover something new along the way?) </h2> <ol> <li>Tensorflow object detection API.</li> <li>Flask Web development Framework.</li> <li>HTML, CSS, JavaScript, Bootstrap, Jquery.</li> </ol> <h2> Experience </h2> <p>This was project was pretty exciting to work, the most time-consuming part of the development was dataset collection (as no official dataset was present) and image labeling part.</p> <p>[Final Note]: # Finally my hard work paid off and was called for an interview via this project.</p> octograd2020