Dataset Versions

v4

2023-01-17 4:23am

Generated on Jan 17, 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 81%
75Images
Valid Set 10%
9Images
Test Set 10%
9Images

Preprocessing

Resize: Stretch to 300x100

Augmentations

Outputs per training example: 3
Rotation: Between -6° and +6°
Shear: ±0° Horizontal, ±13° Vertical
Grayscale: Apply to 65% of images
Hue: Between -180° and +180°
Saturation: Between -99% and +99%
Noise: Up to 2% of pixels

Similar Projects

See More