alena

zn

Object Detection

zn Image Dataset

v1

2023-08-25 11:47pm

Generated on Aug 25, 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 89%
132Images
Valid Set 9%
13Images
Test Set 2%
3Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Bounding Box: Brightness: Between -12% and +12%
Bounding Box: Exposure: Between -14% and +14%
Bounding Box: Noise: Up to 3% of pixels

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