Table 2 A comparison between existing floorplan image datasets.
From: The power of progressive active learning in floorplan images for energy assessment
Name | Size | Purpose |
|---|---|---|
ROBIN | 512 images | Deep learning approaches to automatically analyse building floorplan images and retrieve similar plans from a large-scale repository. The proposed technique can find application in an online property sale/rent scenario where the buyer has preferred features related to the room semantics. |
CVC-FP | 122 images | The dataset is fully ground-truthed for the structural symbols: rooms, walls, doors, windows, parking doors, and room separations. It not only makes their locations in the images specific but also includes structural relations between them that are of special interest for analysis systems. |
CubiCasa5K | 5000 images | Multi-task learning scheme which uses the ’multi-task uncertainty loss’ based on 5000 images and starts detecting 80 different element classes inside the floorplan. |
