Traffic Dataset
Versions
2022-09-15 10:14pm
v15
· 2 years ago
2022-09-13 10:30pm
v14
· 2 years ago
2022-09-12 8:44pm
v12
· 2 years ago
2022-09-12 12:31pm
v11
· 2 years ago
2022-09-11 10:08pm
v10
· 2 years ago
2022-09-11 8:48pm
v9
· 2 years ago
2022-08-31 4:43pm
v4
· 2 years ago
2022-08-09 11:02pm
v2
· 2 years ago
2022-08-09 10:45pm
v1
· 2 years ago
v15
2022-09-15 10:14pm
Generated on Sep 15, 2022
Popular Download Formats
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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3371 Total Images
View All Images
Dataset Split
Train Set 85%
2868Images
Valid Set 6%
216Images
Test Set 9%
287Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 52 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Crop: 13% Minimum Zoom, 32% Maximum Zoom
Saturation: Between -29% and +29%
Noise: Up to 15% of pixels