v8

2023-12-10 10:13am

Generated on Dec 10, 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%
1695Images
Valid Set 10%
191Images
Test Set 2%
30Images

Preprocessing

Resize: Stretch to 320x320
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 33% of images to contain annotations.

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Mosaic: Applied
Bounding Box: Brightness: Between -25% and +25%

Similar Projects

See More
83 images 1 model
200 images 1 model