README.md

splicing_detecton_green_learning

How to set up the environment

1. Install Anaconda
2. Create a new environment with the following command:

conda create --name splicing_detection python=3.10
conda activate splicing_detection

conda install numpy scipy scikit-learn matplotlib pandas

conda install -c "nvidia/label/cuda-11.7.0" cuda-toolkit
conda install pytorch torchvision pytorch-cuda=11.7 -c pytorch -c nvidia
pip install kornia

conda install -c conda-forge py-xgboost-gpu

pip install opencv-python

Tips

1. Use nohup and & to run the program in the background
2. LAB color space won't work well. I applied YUV instead but I don't have time to change the name of the variable.
3. Professor have a new idea about the diagram. Please ask him for the details.