Dataset Versions

v1

2024-03-01 3:27pm

Generated on Mar 1, 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 75%
42Images
Valid Set 25%
14Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 2% Maximum Zoom
Rotation: Between -29° and +29°
Shear: ±2° Horizontal, ±2° Vertical
Noise: Up to 0.26% of pixels

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