Dataset Versions

v4

2023-08-30 6:37pm

Generated on Aug 30, 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 83%
1686Images
Valid Set 17%
351Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 7 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between 0% and +10%
Bounding Box: Brightness: Between 0% and +10%