Dataset Versions

v19

2024-01-06 7:59pm

Generated on Jan 7, 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 92%
1116Images
Valid Set 7%
87Images
Test Set 1%
16Images

Preprocessing

Resize: Stretch to 832x512
Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -5% and +5%
Blur: Up to 0.8px
Noise: Up to 0.5% of pixels