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MODNet

Input

Input Ailia input shape: (1, 3, 512, 736)

Output

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 modnet.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 modnet.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 modnet.py --video VIDEO_PATH

Reference

MODNet: Trimap-Free Portrait Matting in Real Time

Framework

Pytorch

Model Format

ONNX opset = 11

Netron

modnet.opt.onnx.prototxt