Dataset Versions

v2

1k.1

Generated on May 11, 2022

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 89%
2105Images
Valid Set 10%
228Images
Test Set 1%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1440x1440

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%