Dataset Versions

v13

2024-10-13 1:59am

Generated on Oct 13, 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 90%
1960Images
Valid Set 6%
140Images
Test Set 3%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1000x1000
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 4
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 50% of images
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 35% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°

Similar Projects

See More
200 images 1 model