Cloud-CV/Fabrik

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1132 stars · 237 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Fabrik is a web-based collaborative IDE for building, visualizing, and designing neural networks via a drag-and-drop interface. It supports importing, editing, and exporting models across popular deep learning frameworks such as Caffe, Keras, and TensorFlow.

Use cases

• visually design a neural network architecture in the browser
• convert a model between Caffe, Keras, and TensorFlow
• collaboratively debug and edit deep learning models with a team
• import an existing model file and inspect its layers
• teach deep learning concepts with a drag-and-drop GUI
• export a designed network to a framework-specific format

When to choose

• you want a visual, no-code way to design neural network architectures
• you need to convert model definitions between Caffe, Keras, and TensorFlow
• you want a collaborative web GUI for building and debugging models
• you prefer self-hosting via Docker

When to avoid

• you need programmatic model building or training pipelines in code
• you require support for modern frameworks like PyTorch or JAX
• you need a actively maintained tool with recent updates and support
• you need large-scale distributed training capabilities

Facets

application · maturity maintenance

machine-learning deep-learning data-visualization gui deep-learning machine-learning web-development developer-tools python browser neural-network-ide drag-and-drop caffe keras tensorflow collaborative model-visualization web-server docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Cloud-CV/Fabrik")