Tools to help with the scripts created by asanAI
Project description
asanAI Python Module
asanAI is a Python module that allows you to execute scripts generated from machine learning models created in the asanAI browser interface. It handles all necessary conversions from TensorFlow.js to Python and provides seamless integration for running, visualizing, and interacting with models locally.
⚠️ Note: Users typically do not need to install this module manually. It is automatically handled by the scripts generated by asanAI.
Features
- Execute scripts generated from asanAI directly in Python.
- Automatic conversion of TensorFlow.js models to Python TensorFlow (Keras) format.
- Support for TensorFlow Sequential models.
- Visualization support for:
- Webcam input
- Static image input
- Simple and complex image outputs
- Classification outputs with labeled probabilities
- Beginner-friendly while still supporting advanced usage.
Getting Started
-
Download your model In the asanAI browser interface, click "Download model data" (or "Modelldaten downloaden"). Place the downloaded file in the same folder as your generated Python script.
-
Run the script
python3 your_script.py # Predict using webcam or default behavior
python3 your_script.py 1.jpg 2.jpg 3.jpg # Predict on specific images
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