Dataset Versions

v8

2024-04-30 12:02pm

Generated on Apr 30, 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 85%
1128Images
Valid Set 8%
104Images
Test Set 7%
98Images

Preprocessing

Resize: Stretch to 1280x1280

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Noise: Up to 0.42% of pixels

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