Dataset Versions

v25

2023-11-28 1:54pm

Generated on Nov 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 91%
4699Images
Valid Set 6%
301Images
Test Set 3%
174Images

Preprocessing

Modify Classes: 2 remapped, 7 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Blur: Up to 0.75px
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Exposure: Between -5% and +5%
Bounding Box: Noise: Up to 1% of pixels