Dataset Versions

v8

2024-02-21 8:04pm

Generated on Feb 21, 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 88%
429Images
Valid Set 8%
37Images
Test Set 4%
19Images

Preprocessing

Resize: Fit within 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%

Similar Projects

See More
541 images 1 model
123 images 1 model