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er_odometer

Object Detection

er_odometer Image Dataset

v3

2023-02-01 10:49am

Generated on Feb 1, 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 87%
1182Images
Valid Set 8%
113Images
Test Set 5%
62Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 3.25px
Noise: Up to 7% of pixels