pixel_link

pixel-link

Input

(Image from https://rrc.cvc.uab.es/?ch=4&com=downloads)

Shape : (height, width, 3)

Output

• pixel_pos_scores shape : (1, 192, 320)
• link_pos_scores shape : (1, 192, 320, 8)

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 pixel_link.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 pixel_link.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 pixel_link.py --video VIDEO_PATH

Reference

• Pixel-Link

Framework

TensorFlow

Model Format

ONNX opset=11

Netron

pixellink-vgg16-4s.onnx.prototxt