TensorRT Object Detection (DetectNet + OpenCV)

Recently, I found a very useful library that can utilize TensorRT to massively accelerate DNN (Deep Neural Network) application — the Jetson-Inference Library developed by Nvidia. The Jetson-Inference repo uses NVIDIA TensorRT for efficiently deploying neural networks onto the embedded Jetson platform, improving performance and power efficiency using graph optimizations, kernel fusion, and FP16/INT8 precision. […]

Archiconda 3 — The Best Environment Manager for ARM64 Edge Computer

Archiconda3 is a distribution of conda for 64 bit ARM. Anaconda is a free and open-source distribution of the Python and R programming languages for scientific computing (data science, machine learning applications, large-scale data processing, predictive analytics, etc.), that aims to simplify package management and deployment. Like Virtualenv, Anaconda also uses the concept of creating […]