Dummy Dataset

v3

2023-07-21 7:16pm

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 73%
360Images
Valid Set 18%
87Images
Test Set 9%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 2
Crop: 17% Minimum Zoom, 20% Maximum Zoom
Blur: Up to 0.5px