Tuc Dataset

v2

2024-07-02 1:50pm

Generated on Jul 2, 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 82%
507Images
Valid Set 9%
57Images
Test Set 9%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -9° and +9°
Saturation: Between -12% and +12%
Brightness: Between -11% and +11%
Exposure: Between -5% and +5%
Blur: Up to 1.2px
Noise: Up to 0.1% of pixels

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