Dataset Versions

v7

2021-12-05 1:37am

Generated on Dec 4, 2021

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 74%
396Images
Valid Set 17%
91Images
Test Set 9%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Blur: Up to 1px
Noise: Up to 16% of pixels
Cutout: 4 boxes with 30% size each

Similar Projects

See More
183 images 1 model
97 images 1 model
177 images 2 models