JeroenB

CardDetection

Object Detection

CardDetection Image Dataset

v11

Value-only

Generated on Jan 26, 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 96%
3543Images
Valid Set 4%
144Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 52 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Shear: ±2° Horizontal, ±2° Vertical
Hue: Between -22° and +22°
Brightness: Between -16% and +16%