pomodori

pomodorissimo

Object Detection

pomodorissimo Image Dataset

v3

2024-06-27 12:50pm

Generated on Jun 27, 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 88%
1233Images
Valid Set 8%
110Images
Test Set 4%
57Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -16% and +16%
Exposure: Between -13% and +13%
Noise: Up to 0.97% of pixels