drbn_skf

DRBN SKF

Input

(Image from LOL v1 dataset https://daooshee.github.io/BMVC2018website/)

Ailia input shape: (1, 3, 400, 600)

Output

V1

V2

Usage

Automaticaly 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 drbn_skf.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 drbn_skf.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 drbn_skf.py --video VIDEO_PATH

DRBN SKF has version 1 and version 2. You can specify version to use --version option.

$ python3 drbn_skf.py --version VERSION

To use onnxruntime, set --onnx option.

$ python3 drbn_skf.py --onnx

Reference

DRBN SKF

Framework

PyTorch 2.1.2

Model Format

ONNX opset = 17

Netron

drbn_skf_lol_v1.onnx.prototxt

drbn_skf_lol_v2.onnx.prototxt