Dataset Versions
Versions
accidents fix
v9
· a year ago
2023-07-21 9:38am
v8
· a year ago
2023-07-19 6:10am
v7
· a year ago
2023-07-17 9:06pm
v6
· a year ago
2023-07-17 8:20pm
v5
· a year ago
2023-07-17 8:15pm
v4
· a year ago
2023-07-17 8:04pm
v3
· a year ago
2023-07-17 7:59pm
v2
· a year ago
2023-07-17 5:13pm
v1
· a year ago
v2
2023-07-17 7:59pm
Generated on Jul 17, 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.
Other Formats
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889 Total Images
View All Images
Dataset Split
Train Set 58%
516Images
Valid Set 5%
43Images
Test Set 37%
330Images
Preprocessing
Auto-Orient: Applied
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels