The latest articles on DEV Community by Rahul S Sharma (@rsrahul1000). https://dev.to/rsrahul1000 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F389881%2F9840ddf0-b39c-43ac-9f58-835d4d20f054.jpeg https://dev.to/rsrahul1000 en Rahul S Sharma Wed, 20 May 2020 05:54:11 +0000 https://dev.to/rsrahul1000/developed-a-tool-to-help-the-medical-industry-3298 https://dev.to/rsrahul1000/developed-a-tool-to-help-the-medical-industry-3298 <p>My Final Project is based on Deep learning to categorize the stage of diabetic retinopathy eye disease. I was always fascinated by how machines help humans in real-world problems.<br> Before my final year project, I developed a memory matching game for fun</p> <h2> Link to Code </h2> <p><a href="https://github.com/rsrahul1000/DRD">Diabetic Retinopathy Detection Deployment Code</a><br> <a href="https://github.com/rsrahul1000/Memory-matching-Game">Memory matching Game Code</a></p> <h2> How I built it </h2> <p>I've used transfer learning to train the model and used computer vision to highlight the affected areas of the disease.<br> I've have used flask for faster implementation, integration, and deployment process of the deep learning model as a responsive web app.</p> <p>For the Memory matching Game, I've used pure java swings to develop the game.</p> <h3> Additional Thoughts </h3> <p>I believe that Idle and Empty Mind is the devil's Workshop, so always keep ur mind busy, learn, and develop something new, help each other, and grow.</p> java machinelearning python