YoloCV

Fold_4

Object Detection

Fold_4 Image Dataset

v1

2023-10-26 8:53am

Generated on Oct 26, 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 85%
450Images
Valid Set 8%
40Images
Test Set 8%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -16% and +16%
Brightness: Between -16% and +16%
Blur: Up to 1px