Product counter

Product counter

Object Detection

Product counter Image Dataset

v19

2024-05-07 8:34am

Generated on May 7, 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 87%
882Images
Valid Set 12%
124Images
Test Set 0%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1000x1000

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 60% of images
Hue: Between -150° and +150°