Skip to main content
ToolPotion
AI Advisor
Submit a Tool (Free)

Stereolabs ZED SDK

ZED SDK is Stereolabs's AI vision framework for building spatial perception into robots and other machines. Paired with ZED depth cameras, it gives applications 3D perception, localization, mapping, object detection, and body tracking, and runs on Windows, Linux, and Jetson. Developers building robotics and autonomous systems use it as their core vision framework.

Visit Website
Share
Visit Website
Share

ZED SDK is Stereolabs's AI vision framework, paired with the company's ZED depth cameras, built to give robots and other machines spatial perception. Stereolabs says it is used by more than 100,000 developers worldwide.

Read More

ZED cameras capture rich texture and color data, and the SDK's algorithms are designed and optimized to run in real time. Its API is documented with code samples and tutorials, aimed at reducing the time it takes developers to build and ship a vision-based application.

Core capabilities include spatial perception for human-like sensing, indoor localization using visual-inertial odometry in GNSS-denied areas, real-time occupancy mapping for safe robot navigation indoors and outdoors, body tracking to understand how people move through a space, global localization that fuses ZED X camera data with GNSS signals for high-precision positioning, and object detection for moving people and obstacles.

Stereolabs positions the SDK across verticals including physical AI, logistics automation, offroad autonomy, and smart infrastructure, with deployments on robotic arms, humanoid robots, forklifts, AMRs, and tractors and AGbots. The current release is version 5.5, available for Windows, Linux, and Jetson, and the SDK also integrates with partner hardware such as Ouster lidar. Because the SDK is built around ZED camera data, it requires Stereolabs camera hardware to capture the input it processes; pricing and licensing terms are not published on the developer page.

Stereolabs organizes ZED SDK resources into an SDK overview and downloads section, ZED X camera drivers, full documentation, an API reference, code samples, tutorials, a support and FAQ area, and a GitHub-based developer community. Machine-specific pages cover integration on robotic arms, humanoid robots, forklifts, autonomous mobile robots (AMRs), and tractors or other agricultural ground robots (AGbots), reflecting the SDK's positioning as infrastructure for physical AI and autonomy projects rather than a single-purpose app. Stereolabs also sells the ZED cameras, ZED Box embedded PCs, and a digital lidar as companion hardware, but the ZED SDK itself is the downloadable software layer that developers write against.

  • CategoryRobotics & AI Hardware
  • DeploymentOn-premise
  • PlatformsWindows, Linux

  • Real-time 3D spatial perception from ZED camera data

  • Indoor localization via visual-inertial odometry in GNSS-denied areas

  • Real-time occupancy mapping for safe robot navigation

  • Body tracking for understanding human movement in a space

  • Global localization fusing camera and GNSS data

  • Object detection for moving people and obstacles

  • Cross-platform support for Windows, Linux, and Jetson

  • Documented API, code samples, and tutorials for fast integration

  1. Get a ZED camera: ZED SDK is built to work with Stereolabs's ZED camera lineup.

  2. Download the SDK: Get the latest ZED SDK release for Windows, Linux, or Jetson.

  3. Follow the docs: Use the documentation and code samples to set up a first vision application.

  4. Add capabilities: Layer in localization, occupancy mapping, body tracking, or object detection as needed.

  5. Integrate and deploy: Connect ZED SDK output to a robot, forklift, AMR, or other machine's control stack.

  • Robot navigation and mapping
  • Human motion sensing
  • Object and obstacle detection
  • GNSS-denied localization

Stereolabs ZED SDK Reviews

Loading...

Popular AI Tools Like Stereolabs ZED SDK

OpenCV is an open-source computer vision library that provides real-time optimized tools and hardware. It supports model execution for machine learning and artificial…

Computer Vision Tools
View Tool

Open-source computer vision library that provides real-time optimized tools and hardware. It supports model execution for machine learning and artificial…OpenCV is an open-source computer vision library that provides real-time optimized tools and hardware. It supports model execution for machine learning and artificial…

Computer Vision Tools
See the Top 50 AI Frameworks

GluonCV Toolkit

AI Frameworks

GluonCV is an open-source computer vision toolkit offering state-of-the-art deep learning algorithms. It provides a vast model zoo with over 170 pre-trained models, flexible APIs,…

Machine Learning & Data Science
View Tool

AI Frameworks

Open-source computer vision toolkit offering state-of-the-art deep learning algorithms. It provides a vast model zoo with over 170 pre-trained models, flexible APIs,…GluonCV is an open-source computer vision toolkit offering state-of-the-art deep learning algorithms. It provides a vast model zoo with over 170 pre-trained models, flexible APIs,…

Machine Learning & Data Science
See the Top 50 AI Frameworks

ML Kit

AI Frameworks

ML Kit is a free mobile SDK for Android and iOS that integrates Google's machine learning expertise into apps. It offers easy-to-use Vision and Natural Language APIs for…

Machine Learning Platforms
View Tool

AI Frameworks

Free mobile SDK for Android and iOS that integrates Google's machine learning expertise into apps. It offers easy-to-use Vision and Natural Language APIs for…ML Kit is a free mobile SDK for Android and iOS that integrates Google's machine learning expertise into apps. It offers easy-to-use Vision and Natural Language APIs for…

Machine Learning Platforms
See the Top 50 AI Frameworks

Ultralytics YOLO

AI Frameworks

Ultralytics YOLO is a leading AI framework for real-time object detection and image segmentation. It offers advanced models like YOLO26, supporting tasks such as detection,…

Computer Vision Tools

Ranked #16 in AI Frameworks

View Tool

AI Frameworks

Leading AI framework for real-time object detection and image segmentation. It offers advanced models like YOLO26, supporting tasks such as detection,…Ultralytics YOLO is a leading AI framework for real-time object detection and image segmentation. It offers advanced models like YOLO26, supporting tasks such as detection,…

Computer Vision Tools
Ranked #16 in AI Frameworks

NVIDIA Isaac is an open robotics development platform that provides libraries, frameworks, and AI models to accelerate the development of autonomous mobile robots (AMRs), robot…

Robotics & AI HardwareManufacturing & Industrial
View Tool

Ultralytics YOLO

AI GitHub Repos

Ultralytics YOLO includes YOLO26, YOLO11, and YOLOv8, providing capabilities for object detection, instance segmentation, semantic segmentation, image classification, pose…

Computer Vision Tools

Ranked #18 in AI GitHub Repos

View Tool

AI GitHub Repos

Includes YOLO26, YOLO11, and YOLOv8, providing capabilities for object detection, instance segmentation, semantic segmentation, image classification, pose…Ultralytics YOLO includes YOLO26, YOLO11, and YOLOv8, providing capabilities for object detection, instance segmentation, semantic segmentation, image classification, pose…

FeaturedComputer Vision Tools
Ranked #18 in AI GitHub Repos

GalaxeaVLA

AI GitHub Repos

GalaxeaVLA is Galaxea's open-source repository for G0.5, a vision-language-action model for general-purpose robot control. It packages pretrained checkpoints, fine-tuning scripts…

Robotics & AI HardwareManufacturing & Industrial
View Tool

AI GitHub Repos

Galaxea's open-source repository for G0.5, a vision-language-action model for general-purpose robot control. It packages pretrained checkpoints, fine-tuning scripts…GalaxeaVLA is Galaxea's open-source repository for G0.5, a vision-language-action model for general-purpose robot control. It packages pretrained checkpoints, fine-tuning scripts…

Robotics & AI HardwareManufacturing & Industrial
See the Top 250 AI GitHub Repos

Savant is an open-source, high-performance computer vision framework built on NVIDIA DeepStream. It enables real-time video analytics on edge and data center hardware, providing a…

Computer Vision ToolsManufacturing & Industrial

Ranked #49 in Automotive

View Tool

Open-source, high-performance computer vision framework built on NVIDIA DeepStream. It enables real-time video analytics on edge and data center hardware, providing a…Savant is an open-source, high-performance computer vision framework built on NVIDIA DeepStream. It enables real-time video analytics on edge and data center hardware, providing a…

Computer Vision ToolsManufacturing & Industrial
Ranked #49 in Automotive
1 of 8