Dataset1 Dataset
Versions
Traffic_Sign_Dataset_12_02_22
v9
· 3 years ago
Traffic_Sign_Dataset_11_01_22
v8
· 3 years ago
Traffic_Sign_Dataset_19_12_21
v7
· 3 years ago
Traffic_Sign_Dataset_21_11_21
v6
· 3 years ago
Traffic_Sign_Dataset_17_11_21
v5
· 3 years ago
Traffic_Sign_Dataset_28_10_21
v4
· 3 years ago
Traffic_Sign_Dataset_28_10_21
v3
· 3 years ago
Traffic_Sign_Dataset_28_10_21
v2
· 3 years ago
Traffic_Sign_Dataset_28_10_21
v1
· 3 years ago
v9
Traffic_Sign_Dataset_12_02_22
Generated on Feb 12, 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
Choose another format.
1701 Total Images
View All ImagesDataset Split
Train Set 87%
1478Images
Valid Set 9%
149Images
Test Set 4%
74Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-85% Horizontal Region, 25-85% Vertical Region
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 15 dropped
Augmentations
Outputs per training example: 3
Saturation: Between -10% and +10%