xiaobai

gold

Object Detection

gold Image Dataset

v8

2024-03-29 11:02am

Generated on Mar 29, 2024

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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 96%
678Images
Valid Set 3%
20Images
Test Set 2%
11Images

Preprocessing

Static Crop: 17-86% Horizontal Region, 10-88% Vertical Region

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 13% Maximum Zoom

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