Dataset Versions

v1

2024-01-12 2:48pm

Generated on Jan 12, 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.
Other Formats
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Dataset Split

Train Set 93%
75Images
Valid Set %
0Images
Test Set 7%
6Images

Preprocessing

Auto-Orient: Applied
Static Crop: 11-84% Horizontal Region, 19-86% Vertical Region
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -15° and +15°

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