Schedule

  • The time in the program is for your time zone .

Download schedule
  1. September 24. Online

    Watch recording

    Transcoding Video in Browser

    How to transcode video directly in the browser using WebCodecs, WebAssembly and other modern APIs to reduce server load and provide offline processing. I will analyse in which cases it really works effectively, what tools are already available in JavaScript and what limitations you will have to face in practice.

  2. October 7. Offline + online

    Break

    Break

    Break

    Talk

    How We Measure Quality in VK Video

    I will tell you how we solve the problem of quality assessment in the Unified Video Platform VK. I will touch on two main topics: calculating metrics for assessing the work of our transcoders and testing the player's work.

    Break

    Break

    Talk

    IP Cameras for the Little Ones

    What is an IP camera, now widely used for video surveillance. How it is designed, starting with the chips, filter sensors and embedded processing algorithms. How the hardware works. Principles of sensor operation, nuances of operation and tuning algorithms for capturing and converting light flux. Interaction and control of optics, autofocus algorithms, backlighting, nuances of night and day shooting.

    Break

    Networking and Afterparty

    • Game

      Quiz

  3. October 8. Offline + online

    Talk

    Cross-Platform Video Analytics: GPU, NPU, TPU

    We'll talk about video analytics using various hardware platforms to accelerate inference. We'll consider the deployment of models for different types of accelerators. We'll discuss tools for organizing video analytics pipelines. I will tell you about the development of our own video analytics pipeline and its modules.

    Break

    Talk

    How We Make a Parallel Transcoder

    I'll tell you how we made a parallel transcoder, implemented our own scheduler, a library for writing workflow as code, and overcame unpredictable behavior of FFmpeg.

    Break

    Talk

    From Cloud Gaming to VDI

    Let's talk about the application of video technologies used in Cloud Gaming to build VDI, using the example of the VK Play Cloud and the VK Cloud platform.

    Break

    Break

    Break