Datasets:
File size: 1,605 Bytes
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---
license: unknown
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
dataset_info:
features:
- name: file_name
dtype: string
- name: height
dtype: int64
- name: width
dtype: int64
- name: id
dtype: int64
- name: annotations
list:
- name: area
dtype: float64
- name: bbox
list: float64
- name: category_id
dtype: int64
- name: segmentation
list:
list: float64
- name: image
dtype: image
splits:
- name: train
num_bytes: 195925948
num_examples: 2429
- name: validation
num_bytes: 435266
num_examples: 243
- name: test
num_bytes: 490041
num_examples: 272
download_size: 167379319
dataset_size: 196851255
task_categories:
- image-segmentation
tags:
- floorplans
- rooms
size_categories:
- 1K<n<10K
---
# Floorplans Dataset
This dataset is derived from the Floorplans Diff dataset and has been curated by removing all unannotated images to ensure clean and consistent training data.
It is designed for semantic image segmentation, specifically focusing on identifying and segmenting rooms within floorplan images.
Each sample consists of an image paired with a corresponding segmentation mask, enabling models to learn pixel-level classification for the room class.
## Origin
This dataset is based on the publicly available Roboflow dataset: **Floorplans Diff (Floorplans-i0i4r)**
**Source**: https://universe.roboflow.com/floorplans-i0i4r/floorplans-diff
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