deeplabv3

deeplabv3

Input

Ailia input shape: (1, 3, 513, 513) Range: [-1.0, 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 deeplabv3.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 deeplabv3.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 deeplabv3.py --video VIDEO_PATH --savepath SAVE_VIDEO_PATH

The default setting is to use the optimized model and weights, but you can also switch to the normal model by using the --normal option.

Category

VOC

Reference

Xception65 for backbone network of DeepLab v3+

Model Format

ONNX opset = 10

Framework

Chainer 6.3.0

Netron

deeplabv3.onnx.prototxt

deeplabv3.opt.onnx.prototxt