Artificial Intelligence SP23

QR code detection

Object Detection

QR code detection Image Dataset

v1

2023-05-06 10:09pm

Generated on May 7, 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 88%
1182Images
Valid Set 8%
112Images
Test Set 4%
56Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Brightness: Between -45% and +45%
Blur: Up to 3.5px
Noise: Up to 20% of pixels
Cutout: 2 boxes with 18% size each