Suranaree University of Technology

Coins type

Object Detection

Coins type Image Dataset

v5

2023-07-11 2:01am

Generated on Jul 10, 2023

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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.
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Dataset Split

Train Set 82%
1563Images
Valid Set 13%
245Images
Test Set 5%
95Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Exposure: Between -10% and +10%