// ML · COMPUTER VISION · ISO STANDARDS

DETECT.
SEGMENT.
MEASURE.

A 4-model computer vision pipeline that detects hardware components — bolts, nuts, washers & screws — and matches them to ISO specifications with sub-millimeter precision.

4-Model Pipeline

A

Object Detection

YOLO HBB

Detects hardware components with horizontal bounding boxes.

B

Segmentation

YOLO SEG

Generates precise pixel-level masks with morphological cleanup.

C

Measurement

Custom CV Algorithms

Reference-calibrated pixel-to-mm conversion. Geometry analysis.

D

Spec Matching

ISO Database Lookup

Matches dimensions to ISO 4017 / 4032 / 7089 / 7045 ±0.5mm.

Hardware Components

🔩

Bolts

ISO 4017

M3 – M24

Nuts

ISO 4032

M3 – M24

Washers

ISO 7089

M3 – M24

Screws

ISO 7045

M3 – M10

Try It Yourself

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