Running Deep neural network dedicated to Espressif SoCs
This repository created for experimental study for deploying Deep neural networks on Espressif SoCs and evaluating their performance.
Overview
Tensorflow_lite and ESP-DL are two main frameworks to deploy DNN on Espressif SoCs. Projects are placed in the folders with same name as their used framework. Some tools are developed and placed in ESP-DL/Tools to facilitate some tasks like converting ONNX model to C/CPP codes ready to compile.
Software requirements
Python 3.7.
Instalation steps
git clone --recursive https://github.com/Farzinkh/AI_EDGE.git
cd AI_EDGE
pip install -r requirements.txt
Hardwares to Utilize
ESP32-CAM
ESP32-S3
With a microSD Card Adapter Module
