Dataset Versions

v4

2022-06-30 8:42am

Generated on Jun 30, 2022

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 70%
7407Images
Valid Set 20%
2115Images
Test Set 10%
1062Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 3 rows x 3 columns
Filter Null: Require at least 39% of images to contain annotations.

Augmentations

No augmentations were applied.