Dataset Versions

v12

2024-09-22 7:54pm

Generated on Sep 22, 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 81%
1863Images
Valid Set 10%
233Images
Test Set 9%
213Images

Preprocessing

Resize: Fill (with center crop) in 1280x1280
Grayscale: Applied

Augmentations

Outputs per training example: 5
Flip: Horizontal
Rotation: Between -6° and +6°
Exposure: Between -14% and +14%

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