project2 Dataset

v6

2023-07-31 8:39pm

Generated on Jul 31, 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 87%
3142Images
Valid Set 8%
300Images
Test Set 4%
150Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 2.5px