crestereo

CREStereo

input

Ailia input shape(1, 3, 360, 640)

(Image from https://vision.middlebury.edu/stereo/data/scenes2003/)

rigth image input

left image input

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 crestereo.py

If you want to specify the input image, put stereo images path after the --left, --right option, respectively.

$ python3 crestereo.py --left LEFT_IMAGE_PATH --right RIGTH_IMAGE_PATH

If you want to specify the input image, put the image path after the --left, --right option.
You can use --savepath option to change the name of the output file to save.

$ python3 crestereo.py --left LEFT_IMAGE_PATH --right RIGTH_IMAGE_PATH --savepath SAVE_IMAGE_PATH

By adding the --video_left, --video_rigth option, you can input the video. If you pass 0 as an argument to RIGTH_VIDEO_PATH,1 as an argument to LEFT_VIDEO_PATH , you can use the webcam input instead of the video file.

$ python3 monodepth2.py --video_rigth RIGTH_VIDEO_PATH --video_left LEFT_VIDEO_PATH

Reference

ONNX-CREStereo-Depth-Estimation

Framework

PyTorch 1.11.0

Model Format

ONNX opset = 12

Netron

crestereo.onnx.prototxt