Dataset Versions

v8

2022-12-19 9:53pm

Generated on Dec 19, 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
Choose another format.

Dataset Split

Train Set 75%
5977Images
Valid Set 13%
998Images
Test Set 12%
988Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°