ZAKIR HUSAIN COLLEGE OF ENGINEERING AND TECHNOLOGY

fod_2

Object Detection

fod_2 Image Dataset

v7

2022-10-26 6:43pm

Generated on Oct 26, 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.
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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 85%
442Images
Valid Set 10%
53Images
Test Set 5%
28Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical