Potholes detection Dataset
Versions
2023-03-27 7:39pm
v12
· 2 years ago
2023-03-27 7:38pm
v11
· 2 years ago
2023-03-27 7:38pm
v10
· 2 years ago
2023-03-27 7:37pm
v9
· 2 years ago
2023-03-27 1:27pm
v8
· 2 years ago
2023-03-26 3:16pm
v7
· 2 years ago
2023-03-26 3:15pm
v6
· 2 years ago
2023-03-26 3:12pm
v5
· 2 years ago
2023-03-26 3:12pm
v4
· 2 years ago
2023-03-26 3:05pm
v3
· 2 years ago
2023-03-26 3:05pm
v2
· 2 years ago
2023-03-26 3:04pm
v1
· 2 years ago
v6
2023-03-26 3:15pm
Generated on Mar 26, 2023
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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665 Total Images
View All Images
Dataset Split
Train Set 71%
472Images
Valid Set 20%
130Images
Test Set 9%
63Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 412x412
Augmentations
Outputs per training example: 1
Grayscale: Apply to 15% of images
Exposure: Between -25% and +25%