omeifecognitive

Hand_data

Object Detection

Hand_data Image Dataset

v5

2024-05-17 11:19am

Generated on May 17, 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 88%
6288Images
Valid Set 8%
598Images
Test Set 4%
300Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 800x800
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Mosaic: Applied