Dataset Versions

v11

2024-01-07 1:59pm

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 89%
4074Images
Valid Set 10%
460Images
Test Set 1%
57Images

Preprocessing

Resize: Fit (black edges) in 400x400

Augmentations

Outputs per training example: 3
Grayscale: Apply to 33% of images
Hue: Between -90° and +90°
Cutout: 5 boxes with 20% size each

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