Dataset Versions
Versions
2024-02-06 11:05am
v12
· 10 months ago
2024-02-05 7:00pm
v11
· 10 months ago
2024-01-18 4:15pm
v10
· 10 months ago
2024-01-18 4:10pm
v9
· 10 months ago
Facade attachment identification
v8
· 10 months ago
2024-01-17 3:39pm
v7
· 10 months ago
2023-10-21 2:26pm
v6
· a year ago
2023-10-20 2:26pm
v5
· a year ago
2023-10-18 10:21pm
v4
· a year ago
2023-10-18 2:30pm
v3
· a year ago
2023-10-17 9:30am
v2
· a year ago
2023-10-17 12:05am
v1
· a year ago
v3
2023-10-18 2:30pm
Generated on Oct 18, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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
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2160 Total Images
View All Images
Dataset Split
Train Set 88%
1890Images
Valid Set 8%
180Images
Test Set 4%
90Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 1024x1024
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical