Dataset Versions

v6

2024-08-12 1:18pm

Generated on Aug 12, 2024

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 83%
1138Images
Valid Set 17%
227Images
Test Set 1%
10Images

Preprocessing

Auto-Orient: Applied
Tile: 5 rows x 5 columns
Modify Classes: 1 remapped, 4 dropped
Filter Null: Require at least 20% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical