yolact

Yolact

Input

(Image from https://cocodataset.org/#download)

Shape : (1, 3, 550, 550) Range : [0.0, 1.0]

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 yolact.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 yolact.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 yolact.py --video VIDEO_PATH

Reference

• You Only Look At CoefficienTs

Framework

Pytorch 1.6

Python 3.8+

Model Format

ONNX opset=11

Netron

yolact.onnx.prototxt