loic.arbez@gmail.com

Mini_project

Object Detection

Mini_project Image Dataset

v8

011120301060709_natural

Generated on Dec 8, 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 70%
560Images
Valid Set 20%
160Images
Test Set 10%
80Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 6 remapped, 0 dropped

Augmentations

No augmentations were applied.