v2

2023-03-22 3:29pm

Generated on Mar 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 70%
440Images
Valid Set 21%
129Images
Test Set 9%
59Images

Preprocessing

Resize: Stretch to 1800x1000
Modify Classes: 14 remapped, 49 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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472 images 2 models