school

project

Object Detection

project Image Dataset

v2

2022-12-05 4:13am

Generated on Dec 4, 2022

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 86%
3876Images
Valid Set 9%
402Images
Test Set 5%
221Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Upside Down
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Cutout: 3 boxes with 10% size each