Repairs Start to Finish (25,000 clips)

Repairs Start to Finish (25,000 clips)

IMAGE

VIDEO

COMMERCIAL

RAW

A repair is a procedure with a verifiable end state, which makes repair video useful: a model can learn the steps and be checked against the outcome, which is on camera, so outcome labels are cheap to add. Contributors film a repair or installation, start to finish, camera on the tools, materials and work area, in homes on three continents. No step, tool or outcome labels are included. Against the hands-in-shot repair set, framing here is looser and clips vary more in length and style, which makes this the broader pretraining corpus and that one the stricter manipulation set: two layers of one repair library, commercially licensed, rare for repair video.

Volume

25,000+

Clips

Contributors

3,100+

Regions

100+ countries

Updated

Technical specs

Technical specs

What’s in the collection and how it’s delivered.

Data modality

Images + video

Annotated

Raw (no labels)

Exclusivity

Non-exclusive rights

Capture tool

Phone camera (in app)

Use cases

Procedural repair understanding and step prediction, repair assistant training, outcome-verified task learning

Format

JPG / PNG / HEIC, MP4 / MOV

Resolution

Native phone resolution for stills; video 720p to 4K as recorded

Total volume

25,000+ clips (approx. 1.5 TB)

Regions

100+ countries

Purity level

99%+ passed QA review

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