Dataset Versions

v2

2024-08-15 5:08am

Generated on Aug 15, 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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Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: Fruit
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±0° Horizontal, ±0° Vertical
Brightness: Between -22% and +22%
Exposure: Between -52% and +52%
Noise: Up to 3.74% of pixels