availai 0.3.0

A library for computer vision and machine learning

availai

availai is a Python library for managing and building computer vision workflows, including tools for dataset management, preprocessing, and seamless integration with Weights & Biases (W&B) and Roboflow. Future updates will expand functionality to include broader machine learning, deep learning, audio processing, NLP, and large language models (LLMs).

Features

• Dataset Management:

  • Download datasets from Weights & Biases and Roboflow directly into your projects.
  • Upload and log datasets as artifacts on W&B for easy tracking and versioning.
  • Copy datasets to a specified location with a progress bar for visibility.

• Integration with Roboflow:

  • Download datasets in a variety of formats (e.g., YOLOv8).
  • Specify workspaces and projects for precise dataset retrieval.

• Integration with Weights & Biases:

  • Fetch specific dataset versions using artifact versioning.
  • Log and visualize data tables and create reproducible dataset workflows.

Installation

You can install availai from PyPI:

pip install availai