Dataset Versions

v2

2023-12-30 4:51pm

Generated on Dec 31, 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 93%
5013Images
Valid Set 4%
196Images
Test Set 4%
199Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 2 remapped, 2 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 24% of images

Similar Projects

See More
1.3k images 1 model
1.9k images