nikhilbyte / Face-Detection-in-the-dark

A Face Detection model Using TinaFace, EnlightenGAN and Multi-Stage Progressive Image Restoration.

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Face-Detection-in-the-dark

A Face Detection model Using TinaFace, EnlightenGAN and Multi-Stage Progressive Image Restoration.

Description

A UG2+ 2021 Track1.2 challange in CVPR 21. Official Website: http://www.ug2challenge.org/

Method

Postscript

This network after training for ~ 40 hours(which is the 20% of the total training time according to the authors of tinaFace) gave a mAP of 0.58. The best model in the challange gave close to 0.74 leaderboard. I couldn't Tain the model completely because of the lack of resources. Feel free to use the codes if you have multiple Good GPUs.

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A Face Detection model Using TinaFace, EnlightenGAN and Multi-Stage Progressive Image Restoration.


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