Thesis Datasets

Thesis

Object Detection

Thesis Image Dataset

v3

2021-12-09 7:54pm

Generated on Dec 9, 2021

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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 89%
292Images
Valid Set 9%
30Images
Test Set 2%
7Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

No augmentations were applied.