Dataset Versions

v13

Treceava version

Generated on Nov 15, 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 75%
1779Images
Valid Set 15%
360Images
Test Set 10%
240Images

Preprocessing

Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Applied
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Saturation: Between -59% and +59%
Blur: Up to 1.75px
Bounding Box: Noise: Up to 5% of pixels

Similar Projects

See More