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fakespotter-deepfake-detection
deepanshubhalia/fakespotter-deepfake-detection
fakespotter-deepfake-detection is a machine learning model from deepanshubhalia. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
A multimodal AI system to detect deepfake images and videos using hybrid deep learning models.
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Updated Jun 10, 2026
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At a glance
- Access
- Public
- Created
- Jun 10, 2026
- Updated
- Jun 10, 2026
- SHA
- 1e8619d2
Model card
From the Hugging Face model README
FakeSpotter — Deepfake Detection System
Overview
A multimodal AI system to detect deepfake images and videos using hybrid deep learning models.
Architecture
- CNN — Image & frame-level analysis
- Autoencoder — Anomaly detection
- Vision Transformer (ViT) — High-accuracy image classification
Tech Stack
- Python, PyTorch, OpenCV
- React.js (Frontend)
- HTML, CSS, JavaScript
Features
- Deepfake image detection
- Video frame-by-frame analysis
- Real/Fake prediction with confidence score
- Responsive web interface for media upload
GitHub
- Created
- Jun 10, 2026
- Updated
- Jun 10, 2026