Dataset Versions

v3

2023-01-28 12:23pm

Generated on Jan 28, 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 90%
5365Images
Valid Set 7%
400Images
Test Set 3%
171Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 54 remapped, 7 dropped

Augmentations

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