Dataset Versions
Versions
2023-02-07 8:57am
v15
· 2 years ago
2023-01-31 1:01am
v14
· 2 years ago
2023-01-31 12:39am
v13
· 2 years ago
2022-12-25 7:59pm
v12
· 2 years ago
2022-12-24 7:28pm
v11
· 2 years ago
2022-12-24 7:26pm
v10
· 2 years ago
2022-12-24 7:11pm
v9
· 2 years ago
2022-12-24 6:33pm
v8
· 2 years ago
2022-12-18 9:39pm
v7
· 2 years ago
2022-12-18 9:08pm
v6
· 2 years ago
2022-12-18 8:46pm
v5
· 2 years ago
2022-12-18 8:29pm
v4
· 2 years ago
2022-12-13 8:12pm
v3
· 2 years ago
2022-12-13 3:30pm
v2
· 2 years ago
tolviolationv1
v1
· 2 years ago
v5
2022-12-18 8:46pm
Generated on Dec 18, 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.
Other Formats
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670 Total Images
View All Images
Dataset Split
Train Set 94%
630Images
Valid Set 4%
30Images
Test Set 1%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Blur: Up to 10px