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ltkhang/face-detection-yolov4-tiny

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Yolov4 tiny face detection

Cfg: yolov4-tiny-3l

Dataset: WIDER FACE

Original video:

https://www.youtube.com/watch?v=1_6dMpjXWMw

Video inference on RTX2080Ti (416x416)

https://www.youtube.com/watch?v=uOWMoYjL9HI

Video inference on Jetson nano (192x192)

Lagging due to reading video time from SD Card on jetson nano

https://www.youtube.com/watch?v=EvWIY7NROpg

Run

Build darknet for GPU, CUDNN, LIBSO from github repo:

https://github.com/AlexeyAB/darknet

Copy libdarknet.so to project directory

python3 face_detection.py

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