Dataset Versions

v8

2023-11-15 6:04pm

Generated on Nov 15, 2023

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 87%
1374Images
Valid Set 6%
100Images
Test Set 6%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -25° and +25°
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 5% of pixels