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SuperElectron/README.md

Hi 👋

Welcome to the github page of ⚡ SuperElectron

  • 🔭 I’m currently working as CTO at binoocle, and growing my business AlphaWise.
  • 🌱 I’m constantly learning more about AI, and specifically about toolkits used in machine learning and MLOps.

Code 🚀

detection-opencv-pytorch

repo link

This repository implements object detection using PyTorch and utilizes OpenCV for camera input. It provides a simple, practical example of integrating deep learning models with real-time video streams and sending the messages via kafka to a cloud server.

Deepstream-3D-Depth-Camera

repo link

Demonstrating the capabilities of the NVIDIA DeepStream SDK with 3D cameras, this repository showcases the capture of depth and color images from a RealSense camera (DS435). The data is then processed through a DeepStream pipeline for further analysis and has two default options (2d or 3D point cloud) for down stream processing.

TensorRT C++ Samples

repo link

Here we have a playground with references to the TensorRT API for accelerated inference on Nvidia GPUs.

Home Surveillance

repo link

Simple yet effective, this repository is a homemade surveillance system that operates on a Nvidia Jetson to stream IP cameras. Features include video display, video backup with AWS S3, and device monitoring via elastic stack (logstash, elasticsearch, granfana) with alerting on device health.

Kubernetes Stack

repo link

This is a simple template to demonstrate how kubernetes can manage a fleet of edge devices and servers within a restricted service domain.


happy face.
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Pinned

  1. deepstream-3d-depth-camera deepstream-3d-depth-camera Public

    depth

    C++

  2. detection-opencv-pytorch detection-opencv-pytorch Public

    A quick start to object detection with openCV + Pytorch + Kafka

    Python

  3. home-surveillance home-surveillance Public

    A home surveillance system with IP cameras connected on the same network

    Python

  4. kubernetes-stack kubernetes-stack Public

    kubernetes stack for edge device streams and cloud infrastructure

    Dockerfile

  5. TensorRT-samples TensorRT-samples Public

    Examples using the TensorRT C++ api

    C++