Dataset Versions
Versions
2022-04-21 2:09pm
v18
· 3 years ago
2022-04-21 11:01am
v17
· 3 years ago
2022-04-20 6:09pm
v16
· 3 years ago
pattern_damage_gener0420
v15
· 3 years ago
kjk_original
v14
· 3 years ago
0420 temp7
v13
· 3 years ago
0419 temp6
v12
· 3 years ago
0419 temp5
v11
· 3 years ago
0419 temp4
v10
· 3 years ago
0416 temp 3
v9
· 3 years ago
0416 temp 2
v8
· 3 years ago
0416 temp
v7
· 3 years ago
2022-04-15
v6
· 3 years ago
2022-04-15
v5
· 3 years ago
2022-04-15_gray2gray
v4
· 3 years ago
2022-04-14
v3
· 3 years ago
0414 temp
v2
· 3 years ago
2022-04-13 6:41pm
v1
· 3 years ago
v5
2022-04-15
Generated on Apr 15, 2022
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.
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645 Total Images
View All Images
Dataset Split
Train Set 85%
548Images
Valid Set 7%
42Images
Test Set 9%
55Images
Preprocessing
Auto-Orient: Applied
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°