Dataset Versions

v5

2022-05-06 6:31pm

Generated on May 6, 2022

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 87%
87Images
Valid Set 7%
7Images
Test Set 6%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Brightness: Between -15% and +15%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Noise: Up to 3% of pixels

Similar Projects

See More
341 images 3 models
53 images 1 model