Dataset Versions
Versions
2024-08-08 10:07am
v10
· 5 months ago
padding-to-maintain-ratio
v9
· 5 months ago
2024-08-07 7:45am
v7
· 5 months ago
parking_images_added
v6
· 5 months ago
2024-07-25 12:18pm
v5
· 5 months ago
speed_boards_added _health_check
v3
· 5 months ago
all traffic signs added
v2
· 5 months ago
Basic images with manual annotations
v1
· 5 months ago
v10
2024-08-08 10:07am
Generated on Aug 8, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
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9867 Total Images
View All Images
Dataset Split
Train Set 87%
8625Images
Valid Set 8%
829Images
Test Set 4%
413Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 800x800
Augmentations
Outputs per training example: 3
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.56% of pixels