Dataset Versions

v10

2023-07-13 10:47pm

Generated on Jul 13, 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 91%
7473Images
Valid Set 5%
404Images
Test Set 4%
360Images

Preprocessing

Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%

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7.1k images