Dataset Versions

v33

docking_buoys

Generated on Jul 29, 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 96%
7712Images
Valid Set 2%
160Images
Test Set 2%
161Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 16
Flip: Horizontal
Crop: 15% Minimum Zoom, 50% Maximum Zoom
Saturation: Between -15% and +15%
Brightness: Between 0% and +30%
Exposure: Between -10% and +10%

Similar Projects

See More
169 images 1 model