dbface

DBFace

Input

(Image from https://github.com/dlunion/DBFace/blob/master/datas/selfie.jpg)

Output

Usage

Automatically downloads the onnx and prototxt files on the first run. It is necessary to be connected to the Internet while downloading.

For the sample image,

python3 dbface.py 

If you want to specify the input image, put the image path after the --input option.
You can use --savepath option to change the name of the output file to save.

$ python3 dbface.py  --input IMAGE_PATH --savepath SAVE_IMAGE_PATH

By adding the --video option, you can input the video. If you pass 0 as an argument to VIDEO_PATH, you can use the webcam input instead of the video file.

$ python3 dbface.py --video VIDEO_PATH

Reference

DBFace : real-time, single-stage detector for face detection, with faster speed and higher accuracy

Framework

PyTorch

Model Format

ONNX opset = 10

Netron

dbface_pytorch.onnx.prototxt