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For users with technical knowledge and a powerful GPU, open-source software provides the most flexibility. These tools are hosted on platforms like GitHub and are used for research and high-end video production:
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An "arbitrary face-swapping" framework designed to handle high-resolution swaps with a single target image. Web-Based & Lightweight Options
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The landscape of deepfake technology has shifted toward tools that balance high-fidelity realism with processing speed.