Dataset Versions

v1

2024-01-16 9:30am

Generated on Jan 16, 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 88%
564Images
Valid Set 8%
49Images
Test Set 4%
26Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: mallet
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Exposure: Between -23% and +23%
Blur: Up to 11.1px