Potato Diseases Classification Project

AWS CI/CD - End-to-End Deep Learning Project with DVC

Code and Resources Used

Python Version: 3.8
Packages: numpy, pandas, matplotlib, tensorflow, flask, dvc
Dataset: https://www.kaggle.com/datasets/mukaffimoin/potato-diseases-datasets/data
Create Anaconda environment:

• conda create -p venv python=3.8 -y
• pip install -r requirements.txt

Data Version Control(DVC) commands

• dvc init -> Initialize DVC
• dvc repro -> Reproduce the pipeline definition in "dvc.yml"
• dvc dag -> Visualize pipeline structure