Dataset Versions

v1

2024-11-15 5:59pm

Generated on Nov 15, 2024

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%
13776Images
Valid Set 8%
1339Images
Test Set 4%
660Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -18° and +18°
Brightness: Between -25% and +25%
Blur: Up to 4.8px
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px

Similar Projects

See More