Dataset Versions
Versions
2024-10-14 3:20pm
v14
· a month ago
2024-10-14 3:20pm
v13
· a month ago
2024-10-14 2:59pm
v12
· a month ago
Traffic_Violation_Detection
v11
· a month ago
Traffic violation detection
v10
· a month ago
2024-10-14 1:31pm
v9
· a month ago
2024-10-07 4:14pm
v8
· a month ago
2024-10-07 4:13pm
v7
· a month ago
2024-10-07 4:07pm
v6
· a month ago
2024-09-28 3:45pm
v5
· 2 months ago
2024-09-23 1:24pm
v4
· 2 months ago
2024-09-23 1:22pm
v3
· 2 months ago
2024-09-21 12:16pm
v2
· 2 months ago
2024-09-21 10:23am
v1
· 2 months ago
v6
2024-10-07 4:07pm
Generated on Oct 7, 2024
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
Choose another format.
804 Total Images
View All Images
Dataset Split
Train Set 88%
705Images
Valid Set 8%
66Images
Test Set 4%
33Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Noise: Up to 1.56% of pixels