About

A video preprocessing tool designed specifically for preparing videos for LoRA fine-tuning. This tool processes videos into the format required to fine-tune, including options for length segmentation, resolution, and frame rate.

Input Video Requirements

• Format: MP4 or MOV files
• Length: Any length (will be split into segments)
• Resolution: Any resolution (will be processed internally)
• Quality: Clear, well-lit videos work best

Output Format

• A zip file called processed_videos.zip
• Output folder contains files in the format: segmentX.mp4
• Empty captions will have the same name as the video segment. Ex: segment1.mp4 + segment1.txt

How to use

• If you have a long video of the video effect you want to train with, use this model to split it up into the right segment length and resolution.
• Then use a video caption model to pair each video segment with a txt caption file
• Your zip of video segments and captions can then be used to train a video model like genmoai/mochi-1-lora-trainer

Example run

The featured example is a VHS effect by Luis Quintero. This model takes that video and segments it into 5 video segments of 2 seconds each at 544 × 960 resolution, returned in a single zip file