Dataset Versions

v3

2023-08-21 10:51pm

Generated on Aug 21, 2023

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
Choose another format.

Dataset Split

Train Set 93%
1500Images
Valid Set 7%
107Images
Test Set 1%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Saturation: Between -20% and +20%
Blur: Up to 1.75px
Bounding Box: Noise: Up to 7% of pixels

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