Dataset Versions

v4

2023-11-27 3:18pm

Generated on Nov 27, 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.
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Dataset Split

Train Set 87%
1854Images
Valid Set 10%
221Images
Test Set 2%
44Images

Preprocessing

Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Brightness: Between -30% and +30%
Blur: Up to 1.25px
Noise: Up to 5% of pixels

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