FYP Dataset

v3

2022-11-14 7:29pm

Generated on Nov 14, 2022

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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%
1239Images
Valid Set 8%
118Images
Test Set 4%
59Images

Preprocessing

Resize: Stretch to 320x720

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Brightness: Between -10% and +10%

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