Dimas Pratama Putra

mopad

Object Detection

mopad Image Dataset

v3

2024-02-29 8:36am

Generated on Feb 29, 2024

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 88%
4835Images
Valid Set 8%
450Images
Test Set 4%
237Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between 0% and +50%