Project 4: Cotton Disease Prediction Project With Deep Learning

  • Created a tool using transfer learning that recognize fresh and diseased cotton leaves with 95% accuracy after running 20 epochs.

  • Optimized Inception V3, and Resnet 50 to reach the best model.

  • Built a client facing UI using JavaScript, HTML and CSS.

  • Built a client facing API using flask.

  • Uploaded this project on Cloud using Heroku.

Cotton Disease Predicter UI

This project’s GitHub Repository