mesonet
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Learning a Deep Dual-level Network for Robust DeepFake Detection
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A CNN-based DeepFake detector called MesoNet, replicated from a 2018 paper available at https://arxiv.org/abs/1809.00888
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- Jupyter Notebook
This repository encompasses deep learning and machine learning models designed for real-time deepfake detection and the prediction of image manipulation presence.
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1. ELA method 2.Noise Analysis 3.MesoNet
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- Jupyter Notebook
Hamster is a Python library for deepfake detection using a pretrained MesoNet model.
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A Django REST API to get results from MesoNet (https://github.com/MalayAgarwal-Lee/MesoNet-DeepFakeDetection), a DeepFake detector
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Deep Fake detection training examples
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FastAPI-based deepfake video detector combining MesoNet and Temp-D3 for research and experimentation.
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Deepfake video detection using MobileNet and MesoNet CNNs with LSTM for temporal feature analysis across FaceForensics++, Celeb-DF, and DFDC datasets.
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- Python
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