Dataset Versions

v8

2024-05-23 10:11am

Generated on May 23, 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%
168Images
Valid Set 8%
16Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -40° and +40°
Brightness: Between -24% and +24%
Blur: Up to 1.6px
Noise: Up to 0.93% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Blur: Up to 0.5px

Similar Projects

See More
283 images
100 images
693 images