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Takshan, dark ground A capital T built from workshop plates: an ink plate scribed with a brass construction circle and crosshair, a marigold plate scored with a fold line, a lacquer dovetail keyed across the seam between them, and a chisel drawn in hairline down the stem.
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The vision core · AI Capsule Framework · Under licence

The computer-vision core.

The Capsule Framework is the computer-vision engine the catalogue's instruments draw on. It ships as a framework, under licence, into builds that need eyes — inspection, monitoring, recognition — scoped to your data and your line.

Commercially, that means you license the core and the engineering that fits it to your line, your cameras, your tolerance for error — stated up front, measured on your material, not asserted in a brochure.

Designation
AI Capsule Framework
Class
Computer vision
Form
Framework, under licence
Drawing
Sheet 04
One action
The working session
Five parts of a dismantled optical assembly laid flat in a line on blank bone paper: a brass lens cell, a spacer ring, an aluminium barrel section, a retaining ring and an end cap.
The core, part by part — licensed as a framework and fitted to your line by engineering, not adjectives

AI Capsule Framework — the vision core

AI Capsule Framework — the vision core (Takshan blueprint sheet 04) Draughtsman's sheet: an exploded sealed optical instrument — a lens and aperture assembly of concentric ground-glass elements on the left, drawn off its mounting boss along the explosion axis; a sealed chamfered capsule housing carrying a brass licence plate; and three thin leaders fanning out to empty viewfinder frames for inspection, monitoring and recognition. AI CAPSULE FRAMEWORK — THE VISION CORE one sealed core · licensed under agreement DRG. No. TKS-CAP-04 REV A 01 02 03 04 05 LENS · APERTURE CAPSULE BODY INSPECTION MONITORING RECOGNITION DIA 132 DIA 36 ground-glass elements aperture on the centreline AI CAPSULE VISION CORE LICENSED UNDER AGREEMENT ON AXIS sealed housing chamfered corners brass licence plate SCOPED TO LICENSEE DATA ONE CORE · MANY INSTRUMENTS NOTES 1 · assembly shown exploded on the centreline 2 · instrument frames drawn empty by intent TAKSHAN AI CAPSULE · VISION CORE SHEET 04 SCALE 1:1
AI Capsule Framework — the vision coreSheet 04 · scale 1:1

Provenance

The engineering story of this platform lives on the Synaptron corporate site.

Tolerances

No benchmark is published here, because a vision benchmark that was not run on your material is marketing. What a licence contains — deliverable form, integration surface, terms — is specified in the licence conversation; this page will carry that sheet when it is published.

One recess empty — the framework ships ready for the instrument your line needs next

Bring a vision problem.

The session runs the conversation on your material's terms — what the core would see, and what it would cost to find out properly.

Book the working session