Inference Engine Platform on Edge Device.
Project description
elangai
elangai is an inference engine platform designed for but not limited to the edge device. This SDK includes the main components of elangai.
Installation
Prerequisite
Before installing elangai, users have to install the following components:
- TensorRT >= 7.0.0.11
- TensorFlow >= 2.5.0
- ONNXRuntime >= 1.5.2
Otherwise, elangai won't work as intended.
Install
elangai could be installed by following command.
pip3 install elangai
Quick Guide
Make Your Own AI App
Using the following command on terminal, you could easily generate the AI app.
elangai generate myapp
Dissect Your AI Model
Use the following command to examine the input and output tensor information of your AI model.
elangai model-dissector /path/to/your/model.onnx
Currently supports .onnx and .tflite file only.
Convert Your AI Model to .trt File
elangai only supports .tflite and .trt file inference. Use the following command to convert .onnx model to .trt file.
elangai model-converter --src /path/to/model.onnx --dst /path/to/model.trt
Currently supports .onnx file conversion only.
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