Onlyflow
OnlyFlow is an optical flow-based video diffusion model for precise motion control in video generation
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Release Time : 12/19/2024
Model Overview
OnlyFlow is a video generation model that controls motion in videos through optical flow technology, supporting motion control of varying intensities (adjusted via the gamma parameter). The model was trained on the Webvid-10M dataset and is capable of generating high-quality video content.
Model Features
Optical Flow Control
Precisely controls motion in generated videos by extracting optical flow information from input videos
Adjustable Motion Intensity
Adjusts the intensity of motion control in generated videos via the gamma parameter (0-1)
Efficient Training
Completed training in just 20 hours on 8 A100 nodes
Model Capabilities
Text-to-Video
Video Motion Control
Optical Flow Extraction
Video Style Transfer
Use Cases
Creative Content Generation
Animation Production
Generates animated videos based on text descriptions
Can produce animations with specific motion styles
Video Editing
Modifies the motion style of existing videos
Can adjust the motion trajectories and speeds of objects in videos
Education
Educational Video Generation
Quickly generates concept demonstration videos
Can control the motion of objects in demonstrations
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