Potholes detection Image Dataset
Versions
2023-03-27 7:39pm
v12
Mar 27, 2023
2023-03-27 7:38pm
v11
Mar 27, 2023
2023-03-27 7:38pm
v10
Mar 27, 2023
2023-03-27 7:37pm
v9
Mar 27, 2023
2023-03-27 1:27pm
v8
Mar 27, 2023
2023-03-26 3:16pm
v7
Mar 26, 2023
2023-03-26 3:15pm
v6
Mar 26, 2023
2023-03-26 3:12pm
v5
Mar 26, 2023
2023-03-26 3:12pm
v4
Mar 26, 2023
2023-03-26 3:05pm
v3
Mar 26, 2023
2023-03-26 3:05pm
v2
Mar 26, 2023
2023-03-26 3:04pm
v1
Mar 26, 2023
v12
2023-03-27 7:39pm
Generated on Mar 27, 2023
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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1156 Total Images
View All Images
Dataset Split
Train Set 86%
989Images
Valid Set 8%
96Images
Test Set 6%
71Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 520x520
Augmentations
Outputs per training example: 2
Grayscale: Apply to 15% of images
Exposure: Between -23% and +23%
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