Dataset Versions

v2

2023-11-05 6:46pm

Generated on Nov 5, 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 82%
2430Images
Valid Set 9%
264Images
Test Set 9%
270Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Tile: 5 rows x 5 columns
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

No augmentations were applied.