Computer Science

Dissertation Comp Science

Object Detection

Dissertation Comp Science Image Dataset

v14

AugmentedCorrectly1size472

Generated on Aug 19, 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 79%
372Images
Valid Set 12%
55Images
Test Set 10%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical