Dataset Versions

v5

2023-03-31 3:31pm

Generated on Mar 31, 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 36%
462Images
Valid Set 40%
511Images
Test Set 24%
300Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 1.5px
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

Similar Projects

See More
95 images 3 models
708 images 1 model