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YOLO11x model trained to detect wall segments on architectural and construction blueprints.
Model source
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YOLO11x model trained to detect wall segments on architectural and construction blueprints.
Sources
1 sourceVerified Aug 5
Model artifacts
1 artifactSource excerpts
2 excerptsresults
| Class | Images | Instances | Precision | Recall | mAP50 | mAP50-95 |
|---|---|---|---|---|---|---|
| all | 83 | 794 | 0.954 | 0.907 | 0.960 | 0.839 |
--- license: apache-2.0 library_name: ultralytics pipeline_tag: object-detection tags: - yolo - yolo11 - object-detection - blueprint - floorplan - architecture - bim - ifc - construction --- # GreenMap/yolo11x-blueprint-wall-detector  ## Overview YOLO11x model trained to detect wall segments on architectural and construction blueprints. * Detects wall segments on blueprint images. * Trained on architectural floor plans and construction drawings. ## Classes - ID: 0. - Class: wall. - Description: A wall segment represented as an individual construction element on an architectural blueprint. The class includes structural walls, partitions, and wall layers that are measured independently for quantity takeoff. ## Training Metrics ### yolo_walls_obb  ## Validation Metrics ### yolo_walls_obb | Class | Images | Instances | Precision | Recall | mAP50 | mAP50-95 | |-------|--------|-----------|-----------|--------|-------|----------| | all | 83 | 794 | 0.954 | 0.907 | 0.960 | 0.839 | ## Training - Base model: YOLO11x - Task: Object Detection - Classes: wall - Input size: 736 × 736 - Framework: Ultralytics YOLO
Source context: 351 downloads · 0 likes · Pipeline object-detection · Library ultralytics · Repo GreenMap/yolo11x-blueprint-wall-detector
