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Running

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update
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update
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update
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update
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updates
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updates
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updates
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updates
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updates
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update
cb76d12

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Using training pipeline
af1c911

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added frequency
a1c52af

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Track NPR deepfake detection models
e485d53

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added npr repository
6c86f3f

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fixed additional corruptions
1fa4b15

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fixed additional corruption
d9e98ee

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fixed additional LFM corruptions
cff0fd8

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fixed the indentation error
7f3bd87

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gated fusion done
4366522

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made the necessary changes to ungated fusion
68153a6

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added the ungated fusion training scripts
938ed32

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ai video detector
0fdd219

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made sure if any frame scores fake then the video is fake
552e317

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fixed list undefined error
0f800d4

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frame score added
19a4ecd

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made sure the frame sampling is evenly distributed
db6f866

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added different video detector
634e783

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fixed bugged identified
58343f8

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Fix: center-crop non-square frames to square before resize (match DeCoF dataset prep)
1357406

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Unify DeCoF frame extraction: both predict() and predict_from_video_path() use first-32-frames protocol
65010fa

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Fix: extract frames from first 32 frames only (matching DeCoF README protocol)
98ace57

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Add DeCoF debug logging for logits/feature stats, use plain threshold
6332a95

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Fix DeCoF preprocessing to match original repo (ImageNet norm, no L2 normalization)
1278cca

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Fix DeCoF: deterministic frame sampling, HF checkpoint download, format detection
ff31fd7

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deterministic video prediction
637de21

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fixed the error with video prediction
fe19e5a

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Gitignore binary files (png, pth) and remove from tracking
7c709da

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Add DeCoF video deepfake detector, update gend detector and app, remove cross_efficient_vit models
72f1694

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Use ungated_fusion_fold1 weights for image prediction
417b891

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Use fold 2 weights for UngatedFusion detector
7e3c78c

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Fix UngatedFusion loading: use fold checkpoint for LFM weights, no separate lfm_bs_model.pth needed
1c5e884

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Lower GenD default threshold to 0.5 for better classification balance
4614d04

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Fix GenD checkpoint namespace by adding missing backbone.model prefix
9cba24a

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Fix state_dict key mismatch: strip extra .model from checkpoint backbone keys
bfdd043

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Fix state_dict key mismatch: rename backbone.layer to backbone.model.layer before load_state_dict
c9f2c53

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Restore load_state_dict after initialize_model to load trained classifier weights
bf7b739

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Fix GenD loading: defer feature_extractor/head init to initialize_model(), avoid nested from_pretrained
ed6d0c7

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Add device_map=None to GenD.from_pretrained to disable accelerate meta initialization
9cb37b5

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Refactor GenD loader: use GenD.from_pretrained with low_cpu_mem_usage=False, cache processor
f1bda16

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