joyai video edit

We have hosted the application joyai video edit in order to run this application in our online workstations with Wine or directly.

Quick description about joyai video edit:

JoyAI-Video-Edit is a real-time, instruction-guided system for editing open-ended Video streams as frames arrive. It works with live camera feeds or uploaded videos without waiting for the entire sequence or knowing the final Video length. Natural-language instructions can drive subject edits, local changes, background replacement, style transfer, motion changes, and reference-guided transformations. Its architecture combines a multimodal condition encoder, causal Video VAE, and a 16B-parameter multimodal diffusion transformer. Autoregressive diffusion and bounded KV-state inference are used to keep computation stable across long streams. The released deployment reaches high-throughput 720p editing and also supports real-time operation on selected consumer GPUs. Updated checkpoints improve identity preservation, reference conditioning, and temporal consistency for reference-image-guided editing.

Features:

• Real-time editing of live and uploaded Video streams
• Natural-language control for open-ended Video transformations
• Subject, object, background, style, and motion editing
• Reference-image-guided Video editing with identity preservation
• Autoregressive diffusion with bounded KV-state inference
• High-throughput 720p deployment with consumer GPU support

Programming Language: Python.
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