Caffe

Caffe on Ubuntu 24.04 LTS is an open-source deep learning framework designed for fast and modular development of machine learning models, especially convolutional neural networks (CNNs). It provides Python and C++ interfaces, enabling researchers, developers, and data scientists to build, train, and deploy models efficiently on CPU systems.

Features of Caffe:

• CPU-only support: Lightweight and efficient execution without GPU dependency, suitable for systems without CUDA.
• Python interface: Fully usable from Python via virtual environments for safe package management and integration with other ML tools.
• Modular design: Supports layer-wise network construction, allowing easy experimentation and customization.
• Cross-platform: Runs on Ubuntu 24.04 LTS and other Linux distributions using Python virtual environments.
• Extensible: Compatible with multiple neural network architectures and can be integrated into existing Python workflows for research or production.

To check working of Caffe:

$ sudo su
$ cd /opt/caffe-docker
$docker run -it --name caffe caffe:latest
$cd /opt/caffe/build
$./tools/caffe --version

Disclaimer: Caffe is an independent open-source project and is not affiliated with, endorsed by, or sponsored by Ubuntu or Canonical.