Complete guide to Kiwi-Edit from NUS ShowLab, the MIT-licensed open source video editing framework that combines text instructions with reference images. Scores highest on OpenVE-Bench.
Removing backgrounds from videos is significantly harder than still images. Here are the tools and techniques that actually work.
SAM3 finally handles video properly. Tested the video segmentation capabilities extensively to show what works and what still needs improvement.
Use SAM 2 for professional video segmentation in AI workflows. Complete guide covering setup, automation, and integration with video editing pipelines.
Meta's Segment Anything 2 brings automated video masking to ComfyUI. Complete guide to SAM2 video segmentation, scene cut handling, and comparison with manual masking workflows.