Traffic Sign of Speed Limitation Image Dataset
v14
2022-10-27 11:19pm
Generated on Oct 27, 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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1581 Total Images
View All Images
Dataset Split
Train Set 89%
1410Images
Valid Set 5%
78Images
Test Set 6%
93Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -35% and +35%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1% of pixels
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Exposure: Between -5% and +5%
Bounding Box: Blur: Up to 3.5px
cells
4243 images
Yolov5
108 images
Traffic-Sign
9855 images
traffic-sign
3245 images
traffic-sign-IoT
3211 images