Dataset Versions

v18

2023-12-22 9:49am

Generated on Dec 22, 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 88%
972Images
Valid Set 8%
92Images
Test Set 4%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Rotation: Between -8° and +8°
Saturation: Between -37% and +37%
Brightness: Between -62% and +0%
Exposure: Between -8% and +8%
Bounding Box: 90° Rotate: Upside Down

Similar Projects

See More
724 images 2 models