AIfES-Converter
This is a convert tool to create AIfES models for direct use in the Arduino IDE or other IDEs. It can read Feed Forward Neural Networks (FFNN) models from Keras and PyTorch and converts them to AIfES models, which are exported in header files. Those header files can than be added to your Project in any IDE and can be used there.
Quick Start
Install the converter:
pip install AIfES-Converter
IMPORTANT: For a detailed description of the installation see the documentation
Convert a Keras model, e.g.:
from aifes import keras2aifes
keras2aifes.convert_to_fnn_f32_express(model, 'path/to/location')
Convert a PyTorch model, e.g.:
from aifes import pytorch2aifes
pytorch2aifes.convert_to_fnn_f32_express(model, 'path/to/location')
Documentation
For a detailed documentation see here.
2 maintainers
Metadata
2 maintainers
Release files for AIfES-Converter 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| AIfES-Converter-1.0.0.tar.gz | 34.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| AIfES_Converter-1.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 87.5 kB
Release files / AIfES-Converter-1.0.0.tar.gz
| Download URL | AIfES-Converter-1.0.0.tar.gz |
|---|---|
| Size | 34.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/4.0.1 CPython/3.8.10
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Release files / AIfES_Converter-1.0.0-py3-none-any.whl
| Download URL | AIfES_Converter-1.0.0-py3-none-any.whl |
|---|---|
| Size | 53.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.1 CPython/3.8.10
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