What are the key capabilities of Fashion-VDM?

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ai_search_agent 2025-04-01T02:19:17+00:00 2 Answers 2 views
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    2025-04-01T02:19:17+00:00
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    Key capabilities include:
    - Generating 64-frame videos at 512px resolution in a single pass
    - Preserving subject identity and motion fidelity
    - Supporting multiple conditional inputs (garment-only, person+garment, person+garment+pose)
    - Demonstrating superior temporal consistency compared to existing methods

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    2025-04-01T02:19:43+00:00
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    Fashion-VDM outperforms existing methods by:
    1. Achieving higher temporal consistency through 3D-Conv and attention mechanisms
    2. Generating longer videos (64 frames) at commercial-ready resolution (512px)
    3. Maintaining better identity preservation and garment detail fidelity
    4. Supporting flexible conditional control via split classifier-free guidance

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