nematode-fecundity-computer-vision-counting - v1.0.0 - Initial Release

Nematode Fecundity Computer Vision Counting - v1.0.0

Initial public release of the automated nematode counting system.

Features

• Automated preprocessing of microscopy images
• Pre-trained YOLOv11 model with 0.95 MAE
• 4 comprehensive demonstration notebooks
• Complete documentation and setup guides

Requirements

• Python 3.9-3.11
• PyTorch 2.3.0+
• CUDA 11.8 or 12.1 (optional, for GPU support)

See README.md for detailed installation instructions.

- Jupyter Notebook
Published by LinyaoPeng25 7 months ago