Carla traffic dataset Image Dataset
Versions
v1
2023-03-03 3:48pm
Generated on Mar 3, 2023
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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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1920 Total Images
View All Images
Dataset Split
Train Set 88%
1680Images
Valid Set 8%
160Images
Test Set 4%
80Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -16° and +16°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -93% and +93%
Brightness: Between -50% and +50%
Exposure: Between -30% and +30%
Blur: Up to 2.5px
Noise: Up to 7% of pixels
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