DeepScan is a deepfake videos detection system and aims to combat the widespread of deepfake videos on the internet. The backbone is a Swin Transformer pretrained on ImageNet & taken from huggingface. Currently, we're training & evaluating the model on CelebDF_v2 dataset.
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Install Python-3.11 and create a virtual enviornment
python install virtualenv python -m venv deepfake_venv
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Install the dependencies
pip install