ModelPrésentéExterne

Yolo11x Blueprint Layout Detector

YOLO11x model trained to detect the main layout elements on architectural and construction blueprints.

Sourcehuggingface.co/GreenMap/yolo11x-blueprint-layout-detector/tree/5a85ae573a2d100ee46637bf13c2c3b496d6d2fa

TypeOtherVersionRevision 5a85ae5BClasse

Source du modèle

Type: Other
Taille du fichier: 109 MB
Version: vRevision 5a85ae5
Mis à jour: 10 oct. 2026
Téléchargements: 129
Source: Hugging Face

Description de la source

GreenMap/yolo11x-blueprint-layout-detector

Overview

YOLO11x model trained to detect the main layout elements on architectural and construction blueprints.

Detects the main drawing area.
Detects legend blocks.
Detects title blocks.
Trained on architectural floor plans and construction drawings.

Classes

ID	Class	Purpose
0	drawing_area	Main drawing area.
1	legend_block	Legend with symbols and hatch patterns.
2	title_block	Drawing title block and metadata.

Training Metrics

results

Validation Metrics

Class	Images	Instances	Precision	Recall	mAP50	mAP50-95
all	178	958	0.971	0.964	0.984	0.921
drawing_area	178	694	0.952	0.978	0.988	0.885
legend_block	82	86	0.963	0.915	0.968	0.900
title_block	178	178	0.998	1.000	0.995	0.978

Training

Base model: YOLO11x
Task: Object Detection
Classes: drawing_area, legend_block, title_block
Input size: 1472 × 1472
Framework: Ultralytics YOLO

Sources

1 source

Hugging FacePrincipalVersion 5a85ae573a2d100ee46637bf13c2c3b496d6d2fa

huggingface.co/GreenMap/yolo11x-blueprint-layout-detector/tree/5a85ae573a2d100ee46637bf13c2c3b496d6d2fa

Vérifié 10 oct.

Artefacts du modèle

1 artefact

yolo_layout.pt

pt · 109 MB · SHA-256 0f74fa63158e…7a8a · Hugging Face

Télécharger

Extraits de sources

3 extraits

Readme1 aoûthuggingface.co/GreenMap/yolo11x-blueprint-layout-detector

--- license: apache-2.0 library_name: ultralytics pipeline_tag: object-detection tags: - yolo - yolo11 - object-detection - blueprint - floorplan - architecture - construction - document-layout - cad --- # GreenMap/yolo11x-blueprint-layout-detector ![15](https://cdn-uploads.huggingface.co/production/uploads/689a00a12b3976126e5e8431/nvoJ_V2MBZIZnLm1C9zur.jpeg) ## Overview YOLO11x model trained to detect the main layout elements on architectural and construction blueprints. - Detects the main drawing area. - Detects legend blocks. - Detects title blocks. - Trained on architectural floor plans and construction drawings. ## Classes | ID | Class | Purpose | |----|----------------|--------------------------------------------| | 0 | drawing_area | Main drawing area. | | 1 | legend_block | Legend with symbols and hatch patterns. | | 2 | title_block | Drawing title block and metadata. | ## Training Metrics ![results](https://cdn-uploads.huggingface.co/production/uploads/689a00a12b3976126e5e8431/O-FkDMXzUdYmTpBLt9BgK.png) ## Validation Metrics | Class | Images | Instances | Precision | Recall | mAP50 | mAP50-95 | |-------|--------|-----------|-----------|--------|-------|----------| | all | 178 | 958 | 0.971 | 0.964 | 0.984 | 0.921 | | drawing_area | 178 | 694 | 0.952 | 0.978 | 0.988 | 0.885 | | legend_block | 82 | 86 | 0.963 | 0.915 | 0.968 | 0.900 | | title_block | 178 | 178 | 0.998 | 1.000 | 0.995 | 0.978 | ## Training - Base model: YOLO11x - Task: Object Detection - Classes: drawing_area, legend_block, title_block - Input size: 1472 × 1472 - Framework: Ultralytics YOLO

Note10 oct.huggingface.co/GreenMap/yolo11x-blueprint-layout-detector

Source context: 129 downloads · 3 likes · Pipeline object-detection · Library ultralytics · Repo GreenMap/yolo11x-blueprint-layout-detector

Note1 aoûthuggingface.co/GreenMap/yolo11x-blueprint-layout-detector

Source context: 372 downloads · 1 likes · Pipeline object-detection · Library ultralytics · Repo GreenMap/yolo11x-blueprint-layout-detector