jungki

coin

Object Detection

coin Image Dataset

v6

2024-05-03 7:04am

Generated on May 2, 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 88%
600Images
Valid Set 8%
55Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Static Crop: 13-87% Horizontal Region, 35-80% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 26% Maximum Zoom
Blur: Up to 2.5px