ai-agent

Omega-AI: Fast Neural Networks

Name: Omega-AI: Fast Neural Networks
Author: dromara

Get fast neural network deployment with Omega-AI, a Java deep learning framework. Supports GPU and multi-threading.

intermediate⏱ 1-2 hours💵 Free (self-hosted)

470 stars63 forksJavaGuide quality 8/10Updated 7/1/2026100% free · open source

What it is

Deploy fast neural networks with Omega-AI, a framework that helps you build AI models, train, and test them.

Real use case example

"A founder building a medical imaging assistant could use Omega-AI to train and deploy a model for image classification in just a few days: they would first collect their patient data, then set up Omega-AI to train the model, and finally deploy the model to classify images."

Best insideClaude DesktopCursorCodex CLI

When to use it

•Building a startup that requires real-time object detection or image classification
•Creating a recommender system that needs to handle large amounts of user data
•Developing a natural language processing model that requires fast text analysis

Ready-to-paste prompt

Create a simple neural network for handwritten digit recognition using the MNIST dataset: `Engine engine = new MyNeuralNetwork(); engine.train(MnistDataset.getInstance(), 10, 32);`

Heads up: Omega-AI requires a compatible version of Java, such as Java 11 or later, and a CUDA-compatible GPU for GPU acceleration, so ensure your system meets these prerequisites before attempting to use the framework

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/omega-ai && curl -fsSL https://workflowstacks.com/api/skills/omega-ai/claude-skill -o ~/.claude/skills/omega-ai/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/omega-ai && curl -fsSL https://workflowstacks.com/api/skills/omega-ai/claude-skill -o ~/.claude/skills/omega-ai/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

dromara

Language

Java

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