Dataset Versions

v5

2024-05-02 2:45am

Generated on May 1, 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 89%
174Images
Valid Set 7%
13Images
Test Set 4%
8Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-78% Horizontal Region, 25-90% Vertical Region
Resize: Stretch to 700x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 7 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -13° and +13°
Brightness: Between -20% and +0%

Similar Projects

See More