Dataset Versions
Versions
2024-04-11 11:40pm
v14
· 8 months ago
traffic only
v13
· 8 months ago
bus only
v12
· 8 months ago
truck only
v11
· 8 months ago
2024-03-15 11:22am
v9
· 8 months ago
2024-03-14 12:07pm
v8
· 8 months ago
2024-03-07 3-49am
v7
· 9 months ago
2024-03-05 6:01pm
v6
· 9 months ago
2024-03-05 11:40am
v5
· 9 months ago
2024-03-04 11:31pm
v3
· 9 months ago
2024-03-03 7:34pm
v2
· 9 months ago
2024-02-09 1:51pm
v1
· 10 months ago
v9
2024-03-15 11:22am
Generated on Mar 15, 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.
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1708 Total Images
View All Images
Dataset Split
Train Set 87%
1494Images
Valid Set 6%
107Images
Test Set 6%
107Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between 0% and +15%