README.md

corrosion-detection-api

Now a days, Computer vision is improving a lot. It is now possible to detect the presence of corrosion in a piece of metal. Corrosion Detection API is for detected Corrosion on metal, using Object Detection Model.

Technology

1. Tensorflow==1.15
2. Faster RCNN
3. FastAPI

Features

How to Install

1. Set up Environment and Dependencies

conda create -n corrosion-detection-api python=3.6
conda activate corrosion-detection-api
python -m pip install -r requirements.txt
python manage.py

2. Open fastapi interface

http://localhost:8000/docs

3. Upload Image

4. Get Result

example