Dataset Versions

v10

2024-05-23 11:14am

Generated on May 23, 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.
Other Formats
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Dataset Split

Train Set 3%
860Images
Valid Set 0%
113Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -5° and +5°
Brightness: Between -35% and +35%
Blur: Up to 0.75px
Noise: Up to 3% of pixels