Dataset Versions

v11

2023-11-19 11:07pm

Generated on Nov 19, 2023

Popular Download Formats

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.
Other Formats
Choose another format.

Dataset Split

Train Set 87%
6642Images
Valid Set 9%
672Images
Test Set 4%
298Images

Preprocessing

Isolate Objects: Applied
Grayscale: Applied
Filter Null: Require at least 51% of images to contain annotations.

Augmentations

Outputs per training example: 3
Blur: Up to 6.75px

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