Dataset Versions

v18

2023-05-05 10:06am

Generated on May 5, 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%
370Images
Valid Set 17%
76Images
Test Set 2%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x360

Augmentations

Outputs per training example: 2
Rotation: Between -10° and +10°
Grayscale: Apply to 50% of images
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 10% of pixels

Similar Projects

See More