Roadsign

Roadsign

Object Detection

Roadsign Image Dataset

v10

2024-04-22 1:03pm

Generated on Apr 22, 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 88%
2016Images
Valid Set 8%
172Images
Test Set 4%
90Images

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