Dataset Versions

v5

2024-06-28 2:08pm

Generated on Jun 28, 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 93%
660Images
Valid Set 3%
24Images
Test Set 3%
23Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -30% and +30%
Brightness: Between -21% and +21%
Exposure: Between -10% and +10%
Blur: Up to 0.9px
Noise: Up to 0.77% of pixels

Similar Projects

See More