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- ## FakeSpotter — Image Deepfake Detector (Images Only)
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  **What it does**
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  - Detect faces (MTCNN). If faces are found, classify **each face**; otherwise classify the **whole image**.
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  - Uses a vision classifier fine-tuned for deepfake detection from Hugging Face.
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  - **No EXIF heuristics** — purely image-based.
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- **Model**
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- - Default: `prithivMLmods/Deep-Fake-Detector-v2-Model`
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- You can swap to another HF model by editing `MODEL_ID` in `app.py`.
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- (Make sure the license allows your intended use.)
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-
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- **How to run on Spaces**
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- 1. Create a Space → SDK: **Gradio**, Template: **Blank**, Public.
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- 2. Upload `app.py`, `requirements.txt`, `README.md` to the **repo root**.
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- 3. Wait for “Running 🟢” and open the **App** tab.
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-
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  **Notes**
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- - This is a **classroom demo**, not a forensic tool.
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- - For better robustness: constrain input size (done), and aggregate per-face scores (done).
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- - For videos, extend by sampling frames and aggregating scores.
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-
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- **License**
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- - Your code: choose MIT/Apache-2.0 for simplicity.
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- - The model’s own license is defined on its HF model card — verify before production use.
 
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+ ## FakeSpotter — Image Deepfake Detector
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  **What it does**
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  - Detect faces (MTCNN). If faces are found, classify **each face**; otherwise classify the **whole image**.
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  - Uses a vision classifier fine-tuned for deepfake detection from Hugging Face.
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  - **No EXIF heuristics** — purely image-based.
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  **Notes**
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+ - This is a **classroom demo**, not a forensic tool.