Dataset Versions

v17

dataset_ilya_augment

Generated on Dec 3, 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 84%
2406Images
Valid Set 10%
297Images
Test Set 6%
177Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 5% Minimum Zoom, 30% Maximum Zoom
Noise: Up to 8% of pixels

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