Dataset Versions

v4

2022-12-21 11:49am

Generated on Dec 21, 2022

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 88%
1146Images
Valid Set 7%
88Images
Test Set 6%
74Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -2° and +2°
Grayscale: Apply to 20% of images
Saturation: Between -20% and +20%
Brightness: Between -6% and +6%
Bounding Box: Exposure: Between -3% and +3%

Similar Projects

See More