Roadsign

Roadsign

Object Detection

Roadsign Image Dataset

v9

2024-03-31 9:49am

Generated on Mar 31, 2024

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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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Dataset Split

Train Set 89%
1767Images
Valid Set 7%
148Images
Test Set 4%
78Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -7° and +7°
Blur: Up to 0.9px
Noise: Up to 0.44% of pixels