Dataset Versions

v2

2023-02-24 3:29am

Generated on Feb 23, 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 85%
816Images
Valid Set 9%
88Images
Test Set 6%
55Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching
Tile: 3 rows x 3 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Hue: Between -62° and +62°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -41% and +41%
Bounding Box: Exposure: Between -25% and +25%

Similar Projects

See More
DOG
877 images 1 model
139 images 2 models