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Corrosion Detection Using Faster RCNN.

Python 89.38% Jupyter Notebook 7.57% Shell 0.51% Starlark 0.45% C++ 2.04% Dockerfile 0.05% Procfile 0.01%
corrosion faster-rcnn computer-vision data-science deep-learning machine-learning

corrosionapi's Introduction

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

corrosionapi's People

Contributors

codeperfectplus avatar dependabot[bot] avatar patchtester avatar

Stargazers

avatar avatar avatar avatar avatar avatar

Watchers

avatar

Forkers

techthiyanes trellixvulnteam huangwx668

corrosionapi's Issues

fastApi not opening

After running manage.py
nothing is happening
how and where do I upload the image to test?

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