road_damage Dataset
Versions
2022-11-13 8:04am
v22
· 2 years ago
2022-11-13 7:30am
v21
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2022-11-13 7:29am
v20
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2022-11-13 7:20am
v19
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2022-11-13 7:08am
v18
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2022-11-13 6:58am
v17
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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
v7
2022-11-13 2:19am
Generated on Nov 12, 2022
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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194 Total Images
View All Images
Dataset Split
Train Set 87%
168Images
Valid Set 8%
16Images
Test Set 5%
10Images
Preprocessing
Auto-Orient: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between 0% and +50%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -45° and +45°