Dataset Versions

v8

2024-09-09 11:27am

Generated on Sep 9, 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 92%
2346Images
Valid Set 8%
194Images
Test Set 0%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 820x820

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -8° and +8°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -8% and +8%

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