{"repo":"ai-techsystems/deepC","free":true,"listed":false,"github":"https://github.com/ai-techsystems/deepC","clone":"git clone https://github.com/ai-techsystems/deepC.git","description":"vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers","language":"C++","stars":605,"topics":["onnx","microcontrollers","odroid","arduino","sparkfun-products","raspberrypi","machine-learning","deep-learning","arm64","edge-devices"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"deepC The deepC is a vendor independent deep learning library, compiler and inference framework designed for small form-factor devices including μControllers, IoT and Edge devices 🏃‍♂️ Using deepC Here are few of many ways. 1. Try deepC with Colab Noteboook 1. Install it on Ubuntu, raspbian (or any other debian derivatives) using 1. Compile onnx model- read this article or watch this video 1. Use deepC with a Docker File See more examples in tutorial dir. 📛 what is deepC? deepC library, compiler and inference framework is designed to enable and perform deep learning neural networks by focussing on features of small form-factor devices like micro-controllers, eFPGAs, cpus and other embedded devices like raspberry-pi, odroid, arduino, SparkFun Edge, risc-V, mobile phones, x86 and arm laptops among others. deepC also offers ahead of time compiler producing optimized executable based on LLVM compiler tool chain specialized for deep neural networks with ONNX as front end. 📝 Design Main components of deepC have been designed to represent and optimize the common deep learning networks in high level graph IR and to transform the computation graph to minimize memory utilization, optimize data layout and fuse computation patterns for different hardware backends. Read more at high level design document 💧 PreRequisites ONNX 1.5 LLVM 8.0 Python 3.6 SWIG 3.0 💻 Development Build and start modifying deepC locally from source code with following steps ⭕ Ubuntu 18.04 Follow the steps to i","default_branch":null,"files":null,"tree":[],"storefront":"/r/ai-techsystems","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ai-techsystems/deepC/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}