Unnaky academy

nuevatel2

Object Detection

nuevatel2 Image Dataset

v4

2023-07-21 11:57am

Generated on Jul 21, 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 88%
1884Images
Valid Set 8%
180Images
Test Set 4%
86Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied
Modify Classes: 3 remapped, 14 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Cutout: 10 boxes with 10% size each