Software

Advanced Machine Learning Classifier 2.2.0

The Advanced Machine Learning Classifier is an intuitive software designed to simplify complex image classification processes. Combining state-of-the-art algorithms with an easy-to-use interface, it empowers users to analyze, classify, and visualize image data seamlessly.

https://zenodo.org/records/17046045

CNN Parameter Tuner

This innovative application serves as your gateway to the exciting world of Convolutional Neural Network (CNN) parameter tuning. It empowers you to explore and optimize CNN algorithms with precision and ease, unlocking the full potential of image classification tasks.

The tool offers a wide array of preprocessing options, including normalization, standardization, and various augmentation techniques. You can also experiment with different train-test-validation ratios, custom CNN architectures, epochs, batch sizes, activation functions, optimizer choices, and loss functions. Additionally, the application provides the convenient option to generate a Python script (Jupyter Notebook) based on the selected parameter values for future use or further customization.

https://zenodo.org/records/17119349