HUST

Tomato Detection

Object Detection

Tomato Detection Image Dataset

v4

2023-02-26 2:19am

Generated on Feb 25, 2023

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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 85%
1116Images
Valid Set 8%
108Images
Test Set 7%
96Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Shear: ±16° Horizontal, ±15° Vertical
Blur: Up to 4px
Noise: Up to 7% of pixels