trafficlight Image Dataset
Versions
v1
2023-05-05 3:12pm
Generated on May 5, 2023
Popular Download Formats
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.
Other Formats
Choose another format.
5016 Total Images
View All Images
Dataset Split
Train Set 82%
4092Images
Valid Set 11%
536Images
Test Set 8%
388Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 5.5px
Similar Projects
traffic-signs
2200 images
traffic
2460 images
Traffic-Objects
4655 images
traffic-object
4588 images
person
6140 images