298A

298A

Object Detection

298A Image Dataset

v15

2023-04-04 4:45pm

Generated on Apr 4, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 88%
1110Images
Valid Set 8%
101Images
Test Set 4%
54Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 32% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 25px

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