Building-Image-Dataset

Custom Building Image Dataset for Rooftop Detection, Classification, and Segmentation. Custom Labels -

  1. Building-Roof
  2. Commercial-Flat-Roof
  3. Commercial-Slope-Roof
  4. Construction-Area
  5. Flat Roof
  6. Land
  7. Playground
  8. Slope-Flat-Roof
  9. Slope-Roof
  10. Solar-Flat-Roof
  11. Solar-Pannel-Ground
  12. Solar-Slope-Roof
  13. TreeShading-Slope-Roof
  14. Unknownshape-Roof

Training Set : 340 images Validation Set: 29 images Testing Set : 90 images

Some of the commonly used formats of files used for Machine Learning are uploaded to this repository,

  1. COCO
  2. Tensorflow Object Detection
  3. YOLO v5 PyTorch

You can use the below link to get access to the dataset.

https://universe.roboflow.com/ayush-wattal-ritu-bhamrah-ritanjali-jena-sai-kumar-sannidhi/building-image

Cite this Project If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ building-image_dataset, title = { Building Image Dataset }, type = { Open Source Dataset }, author = { Ayush Wattal Ritu Bhamrah Ritanjali Jena Sai Kumar Sannidhi }, howpublished = { \url{ https://universe.roboflow.com/ayush-wattal-ritu-bhamrah-ritanjali-jena-sai-kumar-sannidhi/building-image } }, url = { https://universe.roboflow.com/ayush-wattal-ritu-bhamrah-ritanjali-jena-sai-kumar-sannidhi/building-image }, journal = { Roboflow Universe }, publisher = { Roboflow }, year = { 2023 }, month = { jun }, note = { visited on 2023-06-23 }, }

This dataset was created using Roboflow.