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README.md
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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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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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widget:
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- text: image-classification
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---
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# Ensemble-Based Deep Learning Architecture for Deepfake Detection
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## Abstract
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