Dataset Versions

v11

2023-08-01 11:57am

Generated on Aug 1, 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 84%
912Images
Valid Set 14%
155Images
Test Set 1%
16Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 51% Maximum Zoom
Rotation: Between -28° and +28°
Grayscale: Apply to 21% of images
Brightness: Between -20% and +20%
Noise: Up to 1% of pixels
Mosaic: Applied

Similar Projects

See More