Dataset Versions

v5

2024-10-29 5:27pm

Generated on Oct 29, 2024

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 86%
84Images
Valid Set 8%
8Images
Test Set 6%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 2px
Bounding Box: Noise: Up to 0.81% of pixels

Similar Projects

See More