Nolen Felten

23

Object Detection

23 Image Dataset

v3

2024-06-15 12:37am

Generated on Jun 15, 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 87%
50007Images
Valid Set 9%
4956Images
Test Set 4%
2420Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1024x860

Augmentations

Outputs per training example: 3
Bounding Box: Crop: 8% Minimum Zoom, 20% Maximum Zoom