chicken-disease-detection

This project aims to develop a system for detecting diseases in chickens using machine learning techniques. The primary focus of this project is to implement an end-to-end ML project with the concept of Continuous Integration / Continuous Delivery (CI/CD), deployed in Amazon Web Services and Azure.

Steps to run the project

1. To setup the environment, command make setup-environment in the terminal.
2. To run the training pipeline, run make run.
3. To run the training pipeline with dvc, run run-dvc.
4. To run the web app, run make run-app

Web App Demo

1. Upload a chicken fecal image and check if the chicken is healthy or possibly has coccidiosis