university of edinburgh

5/20/

Object Detection

5/20/ Image Dataset

v2

2023-02-10 4:05pm

Generated on Feb 10, 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 82%
751Images
Valid Set 9%
84Images
Test Set 9%
83Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Brightness: Between -15% and +0%
Blur: Up to 2.5px