IPD Pothole Detection Image Dataset
Versions
2024-03-20 11:46pm
v10
Mar 20, 2024
2024-02-17 11:52pm
v9
Feb 17, 2024
2023-07-26 3:22pm
v8
Jul 26, 2023
YOLO v8m large test set
v7
Jul 13, 2023
YOLO v8l non augmented new data
v6
Jul 9, 2023
YOLO v8m non augmented new dataset
v5
Jul 8, 2023
YOLO v8m non augmented
v4
Jul 8, 2023
YOLO v8l augmented
v3
Jul 7, 2023
YOLO v8l non augmented
v2
Jul 7, 2023
YOLO v8s non augmented
v1
Jul 5, 2023
v7
YOLO v8m large test set
Generated on Jul 13, 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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2567 Total Images
View All Images
Dataset Split
Train Set 93%
2391Images
Valid Set 5%
119Images
Test Set 2%
57Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
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