road_damage Dataset
Versions
2022-11-13 8:04am
v22
· 2 years ago
2022-11-13 7:30am
v21
· 2 years ago
2022-11-13 7:29am
v20
· 2 years ago
2022-11-13 7:20am
v19
· 2 years ago
2022-11-13 7:08am
v18
· 2 years ago
2022-11-13 6:58am
v17
· 2 years ago
2022-11-13 6:47am
v16
· 2 years ago
2022-11-13 6:44am
v15
· 2 years ago
2022-11-13 6:21am
v14
· 2 years ago
2022-11-13 6:20am
v13
· 2 years ago
2022-11-13 6:15am
v12
· 2 years ago
2022-11-13 6:06am
v11
· 2 years ago
2022-11-13 6:01am
v10
· 2 years ago
2022-11-13 2:58am
v9
· 2 years ago
2022-11-13 2:43am
v8
· 2 years ago
2022-11-13 2:19am
v7
· 2 years ago
2022-11-12 8:22pm
v6
· 2 years ago
2022-11-12 8:20pm
v5
· 2 years ago
2022-11-12 6:57pm
v4
· 2 years ago
2022-11-12 6:45pm
v3
· 2 years ago
2022-11-12 10:35am
v2
· 2 years ago
v11
2022-11-13 6:06am
Generated on Nov 12, 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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433 Total Images
View All Images
Dataset Split
Train Set 87%
378Images
Valid Set 8%
36Images
Test Set 4%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 512x512
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between 0% and +35%
Blur: Up to 1px