Dataset Versions

v5

2023-12-05 8:34pm

Generated on Dec 5, 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
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Dataset Split

Train Set 88%
162Images
Valid Set 9%
16Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Static Crop: 5-95% Horizontal Region, 0-98% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -5% and +5%