🧱 Construction Quality Defect Flagger

Flags a concrete batch as a potential defect using unsupervised anomaly detection — trained on normal batches only, no defect labels required.

Model: Isolation Forest · Domain: Construction Quality · Trained on synthetic, domain-grounded data — a learning/demo project.

Concrete batch test results

15 50
50 220
0.38 0.72
7 35
270 420
1 7
15 48
2250 2480
18 50

Result