Dataset Versions

v7

2023-04-12 4:51pm

Generated on Apr 12, 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 76%
210Images
Valid Set 13%
37Images
Test Set 10%
28Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -27% and +27%
Brightness: Between -25% and +25%
Exposure: Between -22% and +22%
Blur: Up to 10px
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

Similar Projects

See More