---
license: other
task_categories:
  - image-segmentation
tags:
  - floorplan
  - rplan
  - architecture
  - parquet
size_categories:
  - 1K<n<10K
---

# rPlan Floorplan Dataset (16x16)

Floorplan images from the rPlan dataset, resized to 16x16 pixels.
Stored as compressed Parquet with numpy arrays for efficient loading.

## Dataset Format

Each sample contains:
- **id**: Image identifier (string)
- **room_labels**: 16x16 uint8 numpy array - semantic room labels for residential spaces such as living room, kitchen, bathroom, bedroom, home office, accessible bathroom, winter garden, etc.
- **interior_mask**: 16x16 uint8 numpy array - interior/exterior mask (255 = interior, 0 = exterior)

## Room Color Mapping (25 Classes)

| Class ID | Color Value | Class Name |
|----------|-------------|------------|
| 0 | 0 | Living Room |
| 1 | 21 | Master Room |
| 2 | 42 | Kitchen |
| 3 | 63 | Bathroom |
| 4 | 85 | Dining Room |
| 5 | 106 | Child Room |
| 6 | 127 | Study Room |
| 7 | 148 | Second Room |
| 8 | 170 | Guest Room |
| 9 | 191 | Balcony |
| 10 | 212 | Entrance |
| 11 | 233 | Storage |
| 12 | 255 | External Area |
| 13 | 10 | Laundry Room |
| 14 | 30 | Garage |
| 15 | 50 | Hallway |
| 16 | 70 | Pantry |
| 17 | 90 | Walk-in Closet |
| 18 | 110 | Utility Room |
| 19 | 130 | Home Office |
| 20 | 150 | Family Room |
| 21 | 175 | Play Room |
| 22 | 200 | Powder Room |
| 23 | 220 | Mechanical Room |
| 24 | 240 | Gym |

## Usage

```python
from datasets import load_dataset
import numpy as np

# Load the dataset
ds = load_dataset("Cybernaut101/floorplan_dataset_images_10000_simple_labels")

# Access a sample
sample = ds["train"][0]
room_labels = np.array(sample["room_labels"])  # 16x16 uint8
interior_mask = np.array(sample["interior_mask"])    # 16x16 uint8

# Iterate over the dataset
for sample in ds["train"]:
    room_labels = np.array(sample["room_labels"])
    interior_mask = np.array(sample["interior_mask"])
    # ... your processing here

# Color value -> class name mapping
ROOM_COLOR_MAP = {
    0: "living room",
    21: "master room",
    42: "kitchen",
    63: "bathroom",
    85: "dining room",
    106: "child room",
    127: "study room",
    148: "second room",
    170: "guest room",
    191: "balcony",
    212: "entrance",
    233: "storage",
    255: "external area",
    10: "laundry room",
    30: "garage",
    50: "hallway",
    70: "pantry",
    90: "walk-in closet",
    110: "utility room",
    130: "home office",
    150: "family room",
    175: "playroom",
    200: "powder room",
    220: "mechanical room",
    240: "accessible bathroom",
}
```

## License

Please refer to the original rPlan dataset license for usage terms.