Released
Computer Vision Inspection Platform

Enterprise-Grade Visual Inspection System for Industrial Quality Control

Multi-task CV platform: classification, detection, segmentation, Grad-CAM explainability, baselines, and FastAPI delivery — not a notebook demo.

Performance dashboard Architecture

Pipeline

Image in → preprocess → multi-task infer → explain → serve.

Synthetic panelPreprocessResNet18U-NetSegment→boxGrad-CAMFastAPI

Evaluation snapshot

Measured on held-out synthetic test split — see reports/EVALUATION_REPORT.md

Primary F1
1.000
Baseline F1
0.933
Det mAP@0.5
0.958
Seg mIoU
0.993

Integrity