Dataset Versions

v5

2024-07-16 1:46pm

Generated on Jul 16, 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 88%
1775Images
Valid Set 7%
148Images
Test Set 4%
89Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 5
Saturation: Between -29% and +29%
Brightness: Between -16% and +16%
Exposure: Between -8% and +8%
Blur: Up to 2.5px
Noise: Up to 1.88% of pixels

Similar Projects

See More