Deepfake face detection with a three-backbone CNN ensemble (ResNet50 + VGG16 + EfficientNetV2-B0). Calibrated confidence, per-backbone Grad-CAM, and an eight-page Streamlit dashboard showing the training, evaluation and robustness evidence behind every number.
computer-visiondeep-learningtensorflowkerasgrad-camimage-classificationensemble-learningexplainable-aideepfake-detectionstreamlitmedia-forensicsopenforensics
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Updated
Sep 2, 2026 - Python