Graduation Project

Trying Creating a Custom Dataset

Object Detection

Trying Creating a Custom Dataset Image Dataset

v2

2023-12-17 4:01pm

Generated on Dec 17, 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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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 83%
10Images
Valid Set 8%
1Images
Test Set 8%
1Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 13-89% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal