Road Crack Kaggle Dataset
Versions
2024-09-11 3:12am
v12
· 9 days ago
2024-08-29 6:33am
v11
· 22 days ago
2024-08-28 8:05am
v10
· 23 days ago
2024-08-28 8:03am
v9
· 23 days ago
2024-08-27 5:25am
v8
· 24 days ago
2024-08-27 5:25am
v7
· 24 days ago
2024-08-11 11:28am
v6
· a month ago
2024-08-11 10:32am
v5
· a month ago
2024-08-03 9:53am
v4
· 2 months ago
2024-08-03 7:29am
v3
· 2 months ago
2024-08-02 3:06pm
v2
· 2 months ago
2024-08-01 3:59pm
v1
· 2 months ago
v8
2024-08-27 5:25am
Generated on Aug 27, 2024
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
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8443 Total Images
View All Images
Dataset Split
Train Set 85%
7200Images
Valid Set 11%
954Images
Test Set 3%
289Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Hue: Between -2° and +2°
Saturation: Between -4% and +4%
Noise: Up to 0.89% of pixels