Dataset Versions

v1

2022-12-02 12:39am

Generated on Dec 1, 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%
1377Images
Valid Set 9%
137Images
Test Set 4%
64Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels

Similar Projects

See More
660 images 2 models
694 images 1 model