magic-crop-localmaxxing

local pipeline
normalize→transcribe→ scene_detect→judge→ backstop→split→ semantic→subject_context→active_speaker→play_group→ dense_seed→bbox→ subject_presence→crop→native 9:16
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Magic Crop

Turn one wide video into a ready-to-post vertical cut.

Choose the video, let Magic Crop find and follow the subject, then review the result before exporting.

1 Choose video 2 Review crop 3 Export
Magic Crop for Mac

Large original? Keep the master on your Mac.

The app creates a small 720p analysis copy locally, uploads only that copy, then applies the finished crop to your full-quality original on this Mac.

Install Magic Crop
1 Open Terminal 2 Copy this command 3 Paste it and press Return

Press Command (⌘) + Space, type Terminal, then press Return to open it.

The installer verifies the release, puts Magic Crop in your Applications folder, and opens it.

The browser dashboard remains fully available for direct uploads, advanced controls, run inspection, and crop correction.

Apple silicon · macOS 13+ · 16:9 · up to 30 minutes Manual ZIP download
Checking queue… Waiting and running totals will appear here
Checking whether new uploads can start.
tracker
▸ Tune knobs
Runs the local pipeline against the configured vLLM / whisper / tracker endpoints. Uploads are queued and processed in order; your runs are scoped to this session. Edited knobs apply to this run only; the run records its config.
For very large originals, use Magic Crop for Mac: it keeps the master local and uploads only a lightweight working copy.
★ Accounts admin
◔ Demo hours
…
timezone
Open windows demo allowed; everything else = research
● Pipeline progress
Getting ready to process your video.
▤ Run overview
✦ About this video
▦ Cropped 9:16 output
◫ Crop inspector
Redefine subject for click the frame to set a point, and/or type a phrase
no point captured — click the frame to set one
crop window SAM3 raw Florence LA ball trajectory motion cut clip boundary GT ball
⌖ Source & timeline
Cut detection — CV candidates judged by the 9B
hard_cut soft_transition false_positive final cut dissolve backstop add
Single-shot clips — motion tier · keyframes
⛓ Cross-cut plays
◎ Subject context (whole-video)
◉ Active speaker (follow the talker)
◳ Per-shot analysis
⏱ Stage latency
⚖ Cut-judge inspector
before/after frames the judge classified on