gazelle

gazelle

Input

(Image from https://www.looper.com/img/gallery/the-office-funniest-moments-ranked/jim-and-dwights-customer-service-training-1627594561.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 gazelle.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 gazelle.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 gazelle.py --video VIDEO_PATH

For output heatmap, you can use --heatmap option.

$ python3 gazelle.py --heatmap

Reference

• gazelle
• retinaface

Model Format

ONNX opset=17

Netron

gazelle_backbone_vitb14.onnx.prototxt
gazelle_backbone_vitl14.onnx.prototxt
gazelle_decoder_vitb14.onnx.prototxt
gazelle_decoder_vitb14_inout.onnx.prototxt
gazelle_decoder_vitl14.onnx.prototxt
gazelle_decoder_vitl14_inout.onnx.prototxt