garmentqc 0.1.0

Defect scoring, tolerance validation, and QC reporting for clothing manufacturing.

GarmentQC

A lightweight, dependency-free Python library for quality control scoring in clothing manufacturing pipelines.

Modules

• DefectScorer — scores individual garment defects (0-10) based on defect type, location on the garment, and physical size.
• ToleranceValidator — validates measured garment dimensions against a target size chart with configurable tolerance ranges.
• QualityReportGenerator — aggregates defect scores for a batch into a pass / rework / reject recommendation.

Example

from garmentqc import DefectScorer

scorer = DefectScorer(defect_type="torn_seam", location="front_panel", size_cm=3.5)
print(scorer.score())
print(scorer.severity_label())

Used in the ThreadFlow platform to automatically score defect photos uploaded by QC inspectors, as part of an AWS Lambda function triggered by S3 uploads.