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fakeavceleb-resnet50-finetuned
yziani/fakeavceleb-resnet50-finetuned
fakeavceleb-resnet50-finetuned is a machine learning model from yziani. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for pytorch.
- resnet50finetunedfinalmodel.pth - resnet50finetunedfinalthreshold.joblib
Access
Public
Updated Aug 8, 2026
Repo size
189 MB
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Repo makeup
Click a slice to open those files.
.pth94.4 MB · 99%
At a glance
- Library
- pytorch
- Access
- Public
- Created
- Aug 7, 2026
- Updated
- Aug 8, 2026
- SHA
- 60d1eeb4
Model card
From the Hugging Face model README
Fine-Tuned ResNet-50 for Deepfake Detection (FakeAVCeleb)
resnet50_finetuned_final_model.pthresnet50_finetuned_final_threshold.joblib
5-Fold Cross-Validation Metrics
- ROC-AUC: 99.86 +/- 0.12%
- PR-AUC: 97.79 +/- 1.54%
- EER: 1.02 +/- 0.43%
- Macro F1: 94.44 +/- 1.17%
- Accuracy: 98.91 +/- 0.27%
- Minority Recall: 98.70 +/- 1.15%
- Minority Precision: 81.93 +/- 4.44%
Environment
- python 3.12.13
- torch 2.10.0+cu128
- numpy 2.0.2
- Library
- pytorch
- Created
- Aug 7, 2026
- Updated
- Aug 8, 2026