Bead Classifier

Classifier source

Internet paste review

Image URL

Max segments

Paste an image URL, then review each crop.

Add reference bead

SKU (unique key)

Name

Material category

Material (sub-type)

Shape

Size (mm)

Hole type

Color (specific name)

Color family

Finish

Source / Vendor

Cost per unit ($)

Tags (comma-separated)

Focal bead (character, animal, or saying)

Reference image

Drop image or click to browse

Acquire Beads

Use local camera capture for clean single-bead references.

Paste a direct image URL. The server splits the image by whitespace and ingests each detected bead crop.

Image URL

Max beads (1–500)

Fallback: search & ingest

Search query

Max results (1–50)

Cloud ingest (Google Drive / OneDrive) is available as a lower-priority path. Keep this tab for cloud source wiring while Internet paste handles fast bulk intake.

Data lake

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Live preview

Position your item on the turntable before capturing. Refreshes every couple of seconds — stops automatically while a burst capture is running.

1. Catalog corpus

Reference corpus used to ground new drafts. Automatic in-app syncing isn't wired up yet — when the catalog changes meaningfully, ask Claude to refresh it.

Loading corpus status…

2. Capture turntable

Place the item on the turntable, start it spinning, then capture a 5 FPS burst via JumpNet. A handful of visually distinct angles are kept automatically.

3. Generate draft