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Rembg

Input

Input

(Image from https://github.com/danielgatis/rembg/blob/main/examples/animal-1.jpg)

Output

Output

Requirements

This model requires additional module.

pip3 install pymatting

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 rembg.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 rembg.py --input IMAGE_PATH --savepath SAVE_IMAGE_PATH

Add the --composite option if you want to combine the input image with the calculated alpha value.

$ python3 rembg.py --composite

Reference

Framework

Pytorch

Model Format

ONNX opset=11

Netron

u2net_opset11.onnx.prototxt