Simple docker deployment of document layout analysis using detectron2
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Updated
Nov 7, 2021 - JavaScript
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document-layout-analysis
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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.
ocr object-detection onnx document-layout-analysis onnxruntime document-ai form-detection document-forensics degraded-mode degraded-documents
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Updated
Sep 5, 2026 - JavaScript
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