Machine Learning

Smile_Please

Object Detection

Smile_Please Image Dataset

v5

2024-02-06 2:51am

Generated on Feb 5, 2024

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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 99%
2274Images
Valid Set 1%
12Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -14° and +14°
Shear: ±14° Horizontal, ±14° Vertical
Noise: Up to 1.96% of pixels