PuBliCiTy

PuBliCiTy provides a Python-based library for biological image analysis, supporting deep learning and large-image processing for quantitative bioimage computing.

Key Features:

• Deep Learning Models: Includes TensorFlow and PyTorch models for bioimage computing.
• Python Implementation: Comprises functions, scripts, and classes written primarily in Python for image analysis.
• Large-image and Routine-analysis Tools: Provides specialized functions for large image analysis and common bioimage tasks.
• Data Science Library Integration: Leverages NumPy, SciPy, scikit-image, scikit-learn, and pandas for image handling and analysis.

Scientific Applications:

• Bioimage Computing: Supports complex image processing and analysis in biological research.

Methodology:

Implemented as Python functions, scripts, and classes; uses TensorFlow and PyTorch models; leverages NumPy, SciPy, scikit-image, scikit-learn, and pandas.