SkyHighTech
Uploaded on Jan 14, 2023
Niv Vosco , Machine Learning Group Manager at Hailo | August 7, 2022 Multi-person re-identification across different streams is essential for security and retail applications. This includes the identification of a specific person multiple times, either in a specific location over time, or along a trail between multiple locations. High performance computing is required to achieve this. Hailo-8™ AI processor delivers the efficiency needed for accurate real-time multi-person re-identification on edge devices while enhancing video analytics and keeping costs down without compromising people’s privacy. In this blog post, we present an end-to-end reference pipeline to perform this task with precision. GET ACCURATE RE-IDENTIFICATION Multi-person re-identification on multiple video streams is a common feature in video surveillance systems. The goal of this feature, which is implemented usually by deep learning, is to detect and identify people across different streams and throughout the video.
Object Identification And Depth Estimation
Understanding Object Identification And Depth
Estimation For Robotics Applications
Introducing object identification and depth
estimation: the perfect tool for robotics
applications. This innovative technology is
designed to understand objects and
estimate their depths.
It can be used in multiple industries,
including agriculture, security, and
manufacturing.
Object identification involves recognizing
objects within images or videos via an
automated process.
The software learns how to distinguish
between each object by analyzing patterns
in the objects’ shapes, colours, sizes, etc.
Whether using it for spot welding tasks or
navigating autonomously through a
warehouse,
object identification and depth estimation
will bring your robotics project up to speed
with precision accuracy every time.
From inspection tasks in automotive
sectors to taking inventory in retail
industries, our solution provides reliable
performance across various fields that
require robotics assistance.
With our tool you can trust that each result
will be both accurate and applicable for
whatever purpose your project needs it for
—the machine learning system can fine
tune itself as it moves along so the more
data you feed it with, the more
advantageous it becomes!
Take your project's robotics capabilities to
a whole new level—try out object
recognition and depth estimation today!
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