Dataset Versions

v1

only tomato

Generated on Aug 19, 2023

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 89%
24Images
Valid Set 7%
2Images
Test Set 4%
1Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 20-100% Vertical Region
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 6% Maximum Zoom
Noise: Up to 5% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -23% and +23%

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