Dataset Versions

v6

2022-07-05 2:37am

Generated on Jul 5, 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%
891Images
Valid Set 11%
111Images
Test Set 0%
1Images

Preprocessing

Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 4% of pixels

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