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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
  1. Open fastapi interface

http://localhost:8000/docs

  1. Upload Image

  2. Get Result

example

Rusted metal

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Corrosion Detection Using Faster RCNN.

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