/NTIRE2021_Depth_Guided_Image_Relighting

The 1st place solution to CVPR2021 NTIRE Depth Guided Relighting Challenge Track 2: Any-to-any relighting

Primary LanguagePython

CVPR2021 NTIRE 2021 Depth Guided Relighting Challenge

In this repo, we include the 1st Place code and submission to NTIRE 2021 Depth Guided Relighting Challenge Track 2: Any-to-any relighting and submission to NTIRE 2021 Depth Guided Relighting Challenge Track 1: One-to-one relighting of team DeepBlueAI

The submission for track1 can be find at "Meida/Test_Track1_DeepBlueAI"

The submission for track2 can be find at "Meida/Test_Track2_DeepBlueAI"

Performance：

NTIRE 2021 Depth Guided Relighting Challenge Leaderboard

And Some Visible Results

NetWork:

Train and Test

1, Dependencies
	 Python  3.8
	 Pytorch 1.6

2, Training 
	 a. change the dataset path in file 'Options/options.py'
	 b. run cmd : python Train_Guide.py , all result will be find in 'work_space' dir 

3, Testing For track1 
	 a. change 'input_folder' to test dataset dir,  line 97 in file 'Track1_Test_Ensemble.py'
	 b. run cmd : python Track1_Test_Ensemble.py , result will be find in 'work_space/Test_Track1_DeepBlueAI' dir 

4, Testing For track2 
	 a. change 'input_folder'  and 'guide_folder' to test dataset dir,  line 99-100 in file 'Track2_Test_Ensemble.py'
	 b. run cmd : python Track2_Test_Ensemble.py, result will be find in 'work_space/Test_Track2_DeepBlueAI' dir