Dataset Versions

v8

2021-09-26 9:10am

Generated on Sep 26, 2021

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
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Dataset Split

Train Set 93%
24746Images
Valid Set 7%
1969Images
Test Set %
0Images

Preprocessing

Modify Classes: 0 remapped, 2 dropped
Filter Null: Require at least 86% of images to contain annotations.

Augmentations

Outputs per training example: 3
Shear: ±12° Horizontal, ±12° Vertical
Brightness: Between -20% and +20%

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