| cff-version: 1.2.0 | |
| title: "docforensics-layout-s: document layout analysis for degraded pages" | |
| message: "If you use this model, please cite it." | |
| type: software | |
| authors: | |
| - name: "Canworks, LLC" | |
| alias: "Ginexys" | |
| website: "https://ginexys.com" | |
| email: "contact@ginexys.com" | |
| version: "1.0.0" | |
| date-released: 2026-09-01 | |
| license: AGPL-3.0-or-later | |
| contact: | |
| - name: "Ginexys, a d/b/a of Canworks, LLC" | |
| email: "contact@ginexys.com" | |
| abstract: > | |
| An 8.8 MB document layout detector for damaged, scanned and photographed | |
| pages. Detects fifteen region types including form fields, and reports eight | |
| page-condition signals. Reaches 0.449 mAP@50-95 on degraded scans where a | |
| larger YOLOv8n baseline reaches 0.194. | |
| keywords: | |
| - document layout analysis | |
| - document forensics | |
| - degraded documents | |
| - form understanding | |