Dataset Versions

v7

2023-10-21 8:43pm

Generated on Oct 21, 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 67%
12Images
Valid Set 22%
4Images
Test Set 11%
2Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -33° and +33°
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels

Similar Projects

See More
53 images 1 model