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.

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