zzztest Dataset

v11

2023-12-23 2:30am

Generated on Dec 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 94%
861Images
Valid Set 4%
38Images
Test Set 2%
18Images

Preprocessing

Resize: Fit within 1024x1024
Tile: 4 rows x 4 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -25% and +25%