6-10 October 2024
Concordia University Conference Centre
America/New_York timezone

Gst-Analytics: Advancements in Machine Learning and Analytics Pipeline

7 Oct 2024, 15:45
20m
Room 1

Room 1

Speaker

Daniel Morin (Collabora)

Description

With the release of version 1.24, GStreamer introduced native support for advance analytics and complex machine learning pipeline. We haven't stopped there; we've been expanding on this powerful analytics framework we unveiled last year. In this presentation we'll take you on a journey through the latest advancements showcasing improvements in analytics meta and new analytics elements. Finally, we will dive into the challenges of auto-plugging elements that exchange tensors such as analytics elements. These changes will facilitate analytics pipeline building to a new level.

Speaker bio Daniel Morin is software developer, based in Ottawa, Canada, he's been working in the video surveillance industry for 10 years, where he worked on multimedia systems and video analytics. In 2022, he joined the multimedia team at Collabora as a senior software developer working on the framework he loves: GStreamer.
Duration of the talk

Primary author

Daniel Morin (Collabora)

Presentation Materials

2024 Platinum Sponsor
Collabora
2024 Gold Sponsors
Arm
Google
Microsoft
NVIDIA
2024 Silver Sponsors
AMD
FEX-Emu
Igalia
Qualcomm
The Linux Foundation
2024 Bronze Sponsors
CodeWeavers
Khronos Group
Libre Computer