Diverse mini-batch Active Learning (DBAL)

My implementation for the deep active learning query strategy DBAL based on the paper Diverse mini-batch Active Learning from Fedor Zhdanov

This code goes with the blog post How to Train Neural Networks With Fewer Data Using Active Learning

Installation

Using Python3.9+ pip install -r requirements.txt.

Usage

In main.py set the image_path to a folder containing images and adjust the DBAL parameters. Then run python main.py