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  # Ensemble-Based Deep Learning Architecture for Deepfake Detection
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  ## Abstract
 
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+ ---
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+ language: en
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+ tags:
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+ - deepfake-detection
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+ - computer-vision
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+ - ensemble-learning
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+ - pytorch
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+ - vision-transformer
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+ - cnn
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+ - image-classification
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+ datasets:
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+ - Hemg/deepfake-and-real-images
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+ metrics:
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+ - accuracy
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+ - precision
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+ - recall
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+ - f1
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+ library_name: pytorch
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+ pipeline_tag: image-classification
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+ license: mit
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+
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+ model-index:
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+ - name: CNN-ViT-Ensemble-Deepfake-Detector
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+ results:
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+ - task:
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+ type: image-classification
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+ name: Deepfake Detection
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+ dataset:
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+ type: Hemg/deepfake-and-real-images
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+ name: Deepfake and Real Images Dataset
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+ metrics:
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+ - type: accuracy
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+ value: 94.87
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+ name: Test Accuracy
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+ - type: f1
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+ value: 0.94
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+ name: F1 Score
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+ - type: precision
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+ value: 0.95
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+ name: Precision
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+ - type: recall
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+ value: 0.94
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+ name: Recall
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+
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+ widget:
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+ - text: image-classification
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+ ---
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+
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+
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  # Ensemble-Based Deep Learning Architecture for Deepfake Detection
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  ## Abstract