Dataset Versions
Versions
2023-01-30 11:05pm
v8
· 2 years ago
2022-10-06 11:15am
v7
· 2 years ago
2022-10-06 11:01am
v6
· 2 years ago
2022-09-27 8:53am
v5
· 2 years ago
2022-09-27 8:50am
v4
· 2 years ago
2022-09-27 12:56am
v3
· 2 years ago
2022-09-19 11:48pm
v2
· 2 years ago
Final_speedBreakers_pothole_dataset
v1
· 3 years ago
v4
2022-09-27 8:50am
Generated on Sep 27, 2022
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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6099 Total Images
View All Images
Dataset Split
Train Set 80%
4902Images
Valid Set 13%
790Images
Test Set 7%
407Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1000x1000
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal