NozyIO
Fast demo your Python pipeline with tunable modular flow UI
Listed in categories:
GitHubDeveloper ToolsArtificial Intelligence
Description
NozyIO is a Python AI and ML pipeline visualization tool that automatically discovers your functions as pipeline nodes. It provides the fastest way to demo your Python program, allowing customers to tweak and expand functionalities. Ideal for AI/ML engineers and designers, it transforms ML components into UI nodes for easy adjustments. Users can visually pick input files, tune parameters, and preview any image input/output from the GUI. The tool also allows saving pipeline graphs as JSON and exporting them as Python code.
How to use NozyIO?
To use NozyIO, simply install it in your Python project using 'pip install nozyio'. Define your functions with typing, and NozyIO will automatically convert them into nodes. You can then visually manipulate these nodes, adjust parameters, and export your workflow as Python code.
Core features of NozyIO:
1️⃣
Automatically discover Python functions as nodes
2️⃣
Visually pick input files and tune parameters
3️⃣
Preview any image input/output from the GUI
4️⃣
Save pipeline graph as JSON and switch between pipelines
5️⃣
Export the pipeline graph as Python code
Why could be used NozyIO?
| # | Use case | Status | |
|---|---|---|---|
| # 1 | AI/ML engineers can visualize and tweak their models easily | ✅ | |
| # 2 | Designers can collaborate with engineers by adjusting ML components | ✅ | |
| # 3 | Users can create custom workflows for image processing tasks | ✅ | |
Who developed NozyIO?
NozyIO is developed by a team of passionate engineers and designers who aim to simplify the process of building and visualizing AI/ML pipelines. They are committed to enhancing collaboration between technical and non-technical users.