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Poor Man's Rekognition


Google Summer Of Code Project under CCExtractor Development

Build Status Python 3.X GPLv3 license


This project aims at providing a free alternative to Amazon Rekognition services.

Setup

To setup the project locally for development environment check this wiki link

Usage

This project currently supports

Feature cURL
Face Recognition curl -i -X POST -H "Content-Type: multipart/form-data " -F "file=@<path to image file> " http://127.0.0.1:8000/api/image/
Similar Face Search curl -i -X POST -H "Content-Type: multipart/form-data" -F "file=@ <path to reference image>" -F "compareImage=@ <path to compare Image>" http://127.0.0.1:8000/api/simface/
NSFW Classifier curl -i -X POST -H "Content-Type: multipart/form-data " -F "file=@<path to image file> " http://127.0.0.1:8000/api/nsfw/
Text Extraction curl -i -X POST -H "Content-Type: multipart/form-data " -F "file=@<path to image file> " http://127.0.0.1:8000/api/scenetext/
Object Detection curl -i -X POST -H "Content-Type: multipart/form-data " -F "file=@<path to image file> " http://127.0.0.1:8000/api/objects/
Scene Classification curl -i -X POST -H "Content-Type: multipart/form-data " -F "file=@<path to image file> " http://127.0.0.1:8000/api/scenedetect/

Details on documentation can be found here.

Communication

Real-time communication for this project happens on slack channel of CCExtractor Development, channel link. You may join this channel via this link

References

This project uses the following.

  1. FaceNet
  2. CRNN
  3. EAST
  4. Synth90k
  5. YOLOv3
  6. Places365
  7. RetinaFace

License

This software is licensed under GNU GPLv3. Please see the included License file.