v1

2024-08-30 5:45pm

Generated on Aug 30, 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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 70%
1436Images
Valid Set 20%
411Images
Test Set 10%
205Images

Preprocessing

Resize: Stretch to 224x224
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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