Bounding Box for House Components Image Dataset
Versions
2023-09-04 7:19pm
v12
· 10 months ago
2023-09-04 6:27pm
v11
· 10 months ago
2023-09-04 6:08pm
v10
· 10 months ago
modified_pre-remapRoofDoor-grey_aug_Hfilp
v9
· 10 months ago
modified_pre-remapRoof-grey_aug-Hfilp
v8
· 10 months ago
modified_size1280_pre-grey_aug-Hfilp
v7
· 10 months ago
modified_size1280_pre-grey_aug
v6
· 10 months ago
size1280_pre-grey_aug-rotate15
v5
· 10 months ago
size1280_pre-grey_aug
v4
· 10 months ago
size640_pre_aug
v3
· 10 months ago
v9
modified_pre-remapRoofDoor-grey_aug_Hfilp
Generated on Sep 4, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
1536 Total Images
View All Images
Dataset Split
Train Set 93%
1427Images
Valid Set 7%
108Images
Test Set 0%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Grayscale: Applied
Modify Classes: 4 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
house
472 images
HouseTreePerson
589 images
House
556 images
House-Parts
1159 images
House-Parts-BDRv
1159 images