Dataset Versions

v8

Mid perfect zoom 250img

Generated on Feb 26, 2024

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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 87%
216Images
Valid Set 9%
22Images
Test Set 4%
9Images

Preprocessing

Auto-Orient: Applied
Static Crop: 32-67% Horizontal Region, 0-40% Vertical Region

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Brightness: Between -6% and +6%
Blur: Up to 1.1px
Noise: Up to 0.5% of pixels
Bounding Box: Noise: Up to 0.05% of pixels

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