Migros Proje

Migros Proje

Object Detection

Migros Proje Image Dataset

v5

2023-11-26 11:34am

Generated on Nov 26, 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%
705Images
Valid Set 9%
69Images
Test Set 4%
33Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 0.5px
Noise: Up to 4% of pixels
Cutout: 1 boxes with 1% size each