Jiabin Lu

watermelon

Object Detection

watermelon Image Dataset

v1

watermelon 2021-08-10 9:46pm

Generated on Aug 11, 2021

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 77%
102Images
Valid Set 13%
17Images
Test Set 10%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 2.5px
Cutout: 2 boxes with 21% size each