Dataset Versions

v24

2023-08-26 3:09pm

Generated on Aug 26, 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 97%
5658Images
Valid Set 2%
103Images
Test Set 1%
68Images

Preprocessing

Resize: Stretch to 800x800
Modify Classes: 3 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -17° and +17°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 10% of pixels

Similar Projects

See More
1.4k images 1 model