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Blueprint Annotation Lab

Help train AI to read construction blueprints.

Use your invite link to sign in and start labeling.

Want to help? Request an invite · Questions? devontaew@textstonelabs.com

Draw boxes around blueprint elements. Your labels train the AI.

Powered by Textstone Labs · Open-source blueprints · Your labels help train construction AI
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What is this?

You're helping train AI to read construction blueprints. Draw boxes around elements like walls, doors, and windows.

Each box you draw teaches the model what real blueprint symbols look like.

Skip intro
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Drop blueprint images here
PNG, JPG — or click the folder icon above
Drop .txt files to import YOLO labels · Drop .json to import annotations
0 / 0 images labeled
Images
DRAW Zoom: 100% Pos: 0, 0 1-4 classes · D draw · P polygon · L line · V select · H pan · ? help

Labeling Guidelines

Quick Start

Architectural

Plumbing

Electrical

Mechanical / HVAC

Fire / Life Safety

Accessories (Commercial Plans)

Structural

Site / Civil

DO NOT Label

Keyboard Shortcuts

1-4Select favorite class (wall/door/window/stair)
5-9Select additional starred classes
D / BDraw box mode
PPolygon mode (click vertices, dbl-click to close)
LLine mode (click vertices, dbl-click to finish)
V / SSelect mode
HPan mode (click-drag to pan)
SpaceHold to pan (temporary)
DelDelete selected box
Ctrl+ZUndo
Ctrl+Shift+ZRedo
← / →Previous / Next image
F / 0Fit to screen
TabCycle through boxes
Ctrl+EExport YOLO
?Toggle this help panel
EscCancel / Deselect

Tips