Computer-Vision on The Constant Factor

Computer-Vision on The Constant Factorhttps://0x1za.github.io/tags/computer-vision/Recent content in Computer-Vision on The Constant FactorHugo -- gohugo.ioen-usThu, 11 Jun 2026 00:00:00 +0000Why your document parser's mAP is lying to youhttps://0x1za.github.io/blog/cote-score/Thu, 11 Jun 2026 00:00:00 +0000https://0x1za.github.io/blog/cote-score/Your document-layout model scores an mAP of 0.38. Is that good? Bad? Production-ready? You genuinely can’t tell — and that’s not your fault. The metric itself is the problem. This is a 10-minute tour of why, and of a small library that gives you an answer you can act on. The metrics everyone already uses Train a layout model today and three numbers come out of the box, all inherited from general object detection: