pytorch-unet

Pytorch-Unet

Input

(Image above are from https://www.kaggle.com/c/carvana-image-masking-challenge/data)

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 pytorch-unet.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 pytorch-unet --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 pytorch-unet.py --video VIDEO_PATH

Reference

• Pytorch-Unet

Framework

PyTorch�

Model Format

ONNX opset=11

Netron

pytorch-unet.onnx.prototxt