line_count Dataset

v3

2023-06-22 6:13pm

Generated on Jun 22, 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 87%
321Images
Valid Set 9%
34Images
Test Set 3%
12Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Blur: Up to 4px
Noise: Up to 4% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -40% and +40%

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