Idan Olen

opasnye_othody

Object Detection

opasnye_othody Image Dataset

v1

2023-11-24 2:38am

Generated on Nov 23, 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 90%
4892Images
Valid Set 7%
384Images
Test Set 2%
135Images

Preprocessing

Static Crop: 5-95% Horizontal Region, 5-95% Vertical Region

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down