(Image from https://www.cityscapes-dataset.com/)
/datasets/Cityscapes/rgb/test/munich/munich_000000_000019_leftImg8bit.png
Ailia input shape: (1, 3, 1024, 2048)
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 swiftnet.pyIf 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 swiftnet.py --input IMAGE_PATH --savepath SAVE_IMAGE_PATHBy 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 swiftnet.py --video VIDEO_PATHThe default setting is to use the optimized model and weights, but you can also switch to the normal model by using the --normal option.
Pytorch
ONNX opset = 11