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Svtechie.com news digest

  • 7 years

    Deep Learning Performance Notes

    I started experimenting with Deep Learning and immediately encountered learning issues. I am using license plate recognition code as an example. It is taking ~100K iterations to converge. For production systems,  the required number of iterations are...

  • 7 years

    IoT: Connectivity & Time Series Storage

    This is third post in continuation of my post IoT: Thermography based operation monitoring where I talked about creating an IoT system to monitor an operation using a camera and an array of IR sensors.
    In this post, I am going to set up a communication and storage system for IoT data. I am planning to use MQTT for communication as it is one of the most widely used protocols for sensor data communication. More details regarding MQTT can be found at...

  • 7 years

    IoT: Thermography Hardware

    This post in continuation of my previous post IoT: Thermography based operation monitoring where I talked about creating an IoT system to monitor an operation using a camera and an array of IR sensors.
    In this blog post, I am going to start building upon a very good project here and use it as a baseline for our thermography hardware....

  • 7 years

    IoT: Thermography based operation monitoring

    The easiest way to implement an IoT system is to monitor assets and operations in a non-intrusive manner. IR sensors, Acoustic sensors, and Ultrasonic sensors combined together can provide complete monitoring of moving parts in industrial operationin...

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