Dataset Versions

v7

2023-03-29 10:47am

Generated on Mar 29, 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 91%
2421Images
Valid Set 4%
119Images
Test Set 4%
108Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Grayscale: Apply to 100% of images
Blur: Up to 1.5px
Noise: Up to 10% of pixels
Bounding Box: Blur: Up to 1.5px