MAI

Rider NF4

Object Detection

Rider NF4 Image Dataset

v5

2024-06-12 4:56am

Generated on Jun 12, 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 68%
318Images
Valid Set 19%
89Images
Test Set 13%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -1° and +1°
Shear: ±1° Horizontal, ±1° Vertical
Saturation: Between -2% and +2%
Noise: Up to 0.1% of pixels