GitHub - Dhyanesh18/deepfake-detection-dual-stream: Dual-stream deep learning architecture for deepfake detection combining spatial (RGB) and frequency-domain (DCT) analysis with CBAM attention mechanisms.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
.ipynb_checkpoints		.ipynb_checkpoints
models		models
utils		utils
.gitignore		.gitignore
CelebDf_process.py		CelebDf_process.py
ablation.py		ablation.py
create_dataset.py		create_dataset.py
dual_stream_deefpfake_detection.ipynb		dual_stream_deefpfake_detection.ipynb
gradcam_viz.py		gradcam_viz.py
gradcam_viz_res.py		gradcam_viz_res.py
main.py		main.py
prepare_dfdc_dataset.py		prepare_dfdc_dataset.py
stage_wise_train.py		stage_wise_train.py
test.py		test.py
train_baseline_resnet.py		train_baseline_resnet.py
train_baseline_xcep.py		train_baseline_xcep.py
train_dct_only.py		train_dct_only.py
train_resnet.py		train_resnet.py
train_xcep.py		train_xcep.py

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Dual-stream deep learning architecture for deepfake detection combining spatial (RGB) and frequency-domain (DCT) analysis with CBAM attention mechanisms.

attention dct cbam deepfake-detection xceptionnet dual-stream