1

cards

Object Detection

cards Image Dataset

v1

2023-08-01 3:18pm

Generated on Aug 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%
4236Images
Valid Set 9%
435Images
Test Set 4%
213Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -2% and +2%
Blur: Up to 0.25px
Noise: Up to 2% of pixels
cards-xjsH
3507 images
1
scrreen
115 images
APD
empty-card-holder
278 images
APD
empty-card-holder
312 images