Facade Defects Detection Dataset
Versions
2022-01-27 10:24pm
v9
· 3 years ago
2022-01-27 12:26am
v8
· 3 years ago
2022-01-26 3:05am
v7
· 3 years ago
2022-01-25 4:55pm
v6
· 3 years ago
2022-01-25 4:52pm
v5
· 3 years ago
2022-01-25 12:00pm
v4
· 3 years ago
2022-01-25 12:58am
v3
· 3 years ago
2022-01-25 12:46am
v2
· 3 years ago
2022-01-25 12:45am
v1
· 3 years ago
v2
2022-01-25 12:46am
Generated on Jan 24, 2022
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.
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1125 Total Images
View All Images
Dataset Split
Train Set 90%
1008Images
Valid Set 8%
91Images
Test Set 2%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 8px
Noise: Up to 3% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise