npuws

도로주행

Object Detection

도로주행 Image Dataset

v9

2023-11-21 12:58pm

Generated on Nov 21, 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 92%
3162Images
Valid Set 4%
131Images
Test Set 4%
129Images

Preprocessing

Modify Classes: 6 remapped, 18 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°