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Super Resolution and Face detection combined! Built for HackSC 2021

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akristoffersen/goggles-SR

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Goggles

Goggles is a Python tool for selfie/webcam super resolution that first detects where the faces are, then runs the ESRGAN face-specific SR model on those cropped busts.

Results

Low Resolution Image

Gogglified Image High Resolution Image

Installation

This uses the model from Face-Super-Resolution, so you must follow all of their installation instructions

git clone https://github.com/ewrfcas/Face-Super-Resolution

Usage

python3 image_face_sr.py [image_path]
python3 webcam_face_sr.py

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT

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Super Resolution and Face detection combined! Built for HackSC 2021

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