Add Kaggle training notebook (T4x2, fp16, local dataset)

Add requirements.txt

Add detector configuration

Add comprehensive README with architecture details and usage instructions

Add inference script for detecting AI-generated images

Add training script: SwinV2 + SRM + DCT + FFT AI image detector

initial commit