shane testing

peopleSeta3

Object Detection

peopleSeta3 Image Dataset

v1

2024-03-15 10:01pm

Generated on Mar 16, 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 89%
4659Images
Valid Set 8%
436Images
Test Set 2%
126Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 96x96

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 1.57% of pixels