{"id":45436366,"url":"https://github.com/stereolabs/zed-sdk","last_synced_at":"2026-02-22T03:08:30.501Z","repository":{"id":37587917,"uuid":"87294724","full_name":"stereolabs/zed-sdk","owner":"stereolabs","description":"⚡️The spatial perception framework for rapidly building smart robots and 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align=\"center\"\u003e\n  \u003c!--- Stereolabs Banner ---\u003e\n  \u003c!--- a href=\"http://www.stereolabs.com/docs\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/228559403-1da06352-9bac-4279-a5b4-e68bafcb2b1c.jpg\" alt=\"Stereolabs\"\u003e\u003c/a ---\u003e\n  ZED SDK\n  \u003cbr\u003e\n\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\n  The ZED SDK is a cross-platform library designed to get the best out of the \u003ca href=\"https://www.stereolabs.com/store/\"\u003eZED\u003c/a\u003e cameras. \n  \u003cbr /\u003e\n  In this project, we provide tutorials and code samples to get started using the ZED SDK API.\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://www.stereolabs.com\"\u003eWebsite\u003c/a\u003e\n  ·\n  \u003ca href=\"https://store.stereolabs.com/\"\u003eStore\u003c/a\u003e\n  ·\n  \u003ca href=\"https://www.stereolabs.com/docs/api/\"\u003eAPI Reference\u003c/a\u003e\n  ·\n  \u003ca href=\"https://community.stereolabs.com/\"\u003eCommunity\u003c/a\u003e\n  ·\n  \u003ca href=\"https://www.stereolabs.com/blog/\"\u003eBlog\u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://www.stereolabs.com/developers/release\"\u003e\u003cimg src=\"https://img.shields.io/github/v/release/stereolabs/zed-sdk?color=%2300aeec\u0026label=ZED%20SDK\" alt=\"SDK Version\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://community.stereolabs.com/\"\u003e\u003cimg src=\"https://img.shields.io/discourse/posts?server=https%3A%2F%2Fcommunity.stereolabs.com%2F\" alt=\"ZED Discourse\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://hub.docker.com/u/stereolabs\"\u003e\u003cimg src=\"https://img.shields.io/docker/pulls/stereolabs/zed\" alt=\"Docker Pulls\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://github.com/stereolabs/zed-examples/stargazers\"\u003e\u003cimg src=\"https://img.shields.io/github/stars/stereolabs/zed-sdk?style=social\" alt=\"Github Stars\"\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n---\n\n:tada: The **ZED SDK 5.1** is released!\n\n**ZED SDK 5.1** introduces a fully reworked **image capture** and **recording** pipeline delivering **stability**, **maximum performance**, and **reliability**. It adds **Jetson Thor support**, delivering up to **2.5× higher performance**. An **extra-close depth range** is now supported. **Streaming latency** is significantly reduced, ensuring smoother real-time operation. A redesigned **Virtual Stereo workflow for ZED X One** now achieves up to **60% lower CPU usage**. **OpenCV fisheye calibration** is now supported natively, and the new **ZED Studio** app unifies camera, stream, and SVO management. Improved **Positional Tracking** boosts **robustness**, introduces a **2D mode**, and refines **statuses**. Expanded support for **CUDA 13**, **JetPack 7**, **Python 3.14**, and **C++17/20** makes **ZED SDK 5.1** faster, more stable, and ready for the next generation of robotics and spatial AI.\n\nPlease check the [Release Notes](https://www.stereolabs.com/developers/release/) of the latest version for more details.\n\n## Overview\n\nDepth Sensing | Object Detection | Body Tracking |\n:------------: |  :----------: | :-------------:  |\n[![Depth Sensing](https://user-images.githubusercontent.com/32394882/230639409-356b8dfa-df66-4bc2-84d8-a25fd0229779.gif)](https://www.stereolabs.com/docs/depth-sensing)  | [![Object Detection](https://user-images.githubusercontent.com/32394882/230630901-9d53502a-f3f9-45b6-bf57-027148bb18ad.gif)](https://www.stereolabs.com/docs/object-detection)  | [![Body Tracking](https://user-images.githubusercontent.com/32394882/230631989-24dd2b58-2c85-451b-a4ed-558d74d1b922.gif)](https://www.stereolabs.com/docs/body-tracking)  |\n\nPositional Tracking | Global Localization | Spatial Mapping |\n:------------: |  :----------: | :-------------:  |\n[![Positional Tracking](https://user-images.githubusercontent.com/32394882/229093429-a445e8ae-7109-4995-bc1d-6a27a61bdb60.gif)](https://www.stereolabs.com/docs/positional-tracking/) | [![Global Localization](https://user-images.githubusercontent.com/32394882/230602944-ed61e6dd-e485-4911-8a4c-d6c9e4fab0fd.gif)](/global%20localization) | [![Spatial Mapping](https://user-images.githubusercontent.com/32394882/229099549-63ca7832-b7a2-42eb-9971-c1635d205b0c.gif)](https://www.stereolabs.com/docs/spatial-mapping) |\n\nCamera Control | Plane Detection | Multi Camera Fusion |\n:------------: |  :----------: | :-------------:  |\n[![Camera Control](https://user-images.githubusercontent.com/32394882/230602616-6b57c351-09c4-4aba-bdec-842afcc3b2ea.gif)](https://www.stereolabs.com/docs/video/camera-controls/) | [![Plane Detection](https://user-images.githubusercontent.com/32394882/229093072-d9d70e92-07d5-46cb-bde7-21f7c66fd6a1.gif)](https://www.stereolabs.com/docs/spatial-mapping/plane-detection/)  | [![Multi Camera Fusion](https://user-images.githubusercontent.com/32394882/228791106-a5f971d8-8d6f-483b-9f87-7f0f0025b8be.gif)](/fusion) |\n\n\n## Why ZED?\n\n- 🎯 End-to-end spatial perception platform for human-like sensing capabilities.\n- ⚡ Real-time performance: all algorithms of the ZED SDK are designed and optimized to run in real-time. \n- 📷 Reduce time-to-market with our comprehensive, ready-to-use hardware and software designed for multiple applications.\n- 📖 User-friendly and intuitive, with easy-to-use integrations and well-documented API for streamlined development.\n- 🛠️ Wide range of supported platforms, from desktop to embedded PCs.\n\n## Getting started\n\nThe ZED SDK contains all the libraries that power your camera along with tools that let you experiment with its features and settings.\n\nTo get started:\n- [Get a ZED from the Stereolabs Store](https://store.stereolabs.com/)\n- [Download the ZED SDK](https://www.stereolabs.com/developers/release/#downloads)\n- [Install the ZED SDK](https://www.stereolabs.com/docs/installation/) on [Windows](https://www.stereolabs.com/docs/installation/windows/), [Linux](https://www.stereolabs.com/docs/installation/linux/) or [Jetson](https://www.stereolabs.com/docs/installation/jetson/)\n- [Start experimenting with the ZED SDK's tutorials](/tutorials)\n\nThe [documentation](https://www.stereolabs.com/docs/) and [API reference](https://www.stereolabs.com/docs/api/) are great starting points to learn more about the ZED SDK and its many modules.\n\n## Samples\n\nThis repository contains ready-to-use and samples to start using the ZED SDK with only a few lines of code. They are organized by ZED SDK module: \n\n* [**Tutorials**](/tutorials) - A series of basic tutorials that demonstrate the use of each API module.\n\n* [**Camera Control**](/camera%20control) - This sample shows how to adjust the **ZED camera parameters**.\n\n* [**Camera Streaming**](/camera%20streaming) - This sample shows how to **stream** and receive on local network the ZED's video feed.\n\n* [**Depth Sensing**](/depth%20sensing) - This sample shows how to capture a **3D point cloud** and display with OpenGL. It also shows how to save depth data in different formats.\n\n* [**Positional Tracking**](/positional%20tracking) - This sample shows how to use **positional tracking** and display the result with *OpenGL*.\n\n* [**Global Localization**](/global%20localization) - This sample shows how to fuse the ZED SDK's **positional tracking with GNSS data** for global positioning.\n\n* [**Spatial Mapping**](/spatial%20mapping) - This sample shows how to capture **3D meshes** with the ZED and display it with *OpenGL*. Classic Mesh and Point Cloud fusion are available.\n\n* [**Object Detection**](/object%20detection) - This sample shows how to use the **Object Detection API** module with the ZED.\n\n* [**Body Tracking**](/body%20tracking) - This sample shows how to use the **Body Tracking API** with the ZED.\n\n* [**Recording**](/recording) - This sample shows how to **record** and **playback** video files in SVO format. SVO files let you use all the ZED SDK features without having a ZED connected.\n\n## Supported platforms\n\nHere is the list of all supported operating systems for the latest version of the ZED SDK. Please find the [recommended specifications](https://www.stereolabs.com/docs/installation/specifications/) to make sure your configuration is compatible with the ZED SDK.\n\n| Ubuntu LTS | Windows | Jetson |\n| -------- | ------------------------- | ----------------- |\n| \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/installation/linux\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/230619268-bdf66472-8bf5-41e7-9efa-ca3698ff271a.png\" width=\"40%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e  | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/installation/windows\"\u003e\u003cimg  src=\"https://user-images.githubusercontent.com/32394882/230619282-fe2f84fb-2130-4164-a193-db2893b58272.png\" width=\"40%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/installation/jetson/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/230619273-feeee52b-209b-48da-b990-06630cabe323.png\" width=\"40%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e\n\nThe ZED SDK requires the use of an **NVIDIA GPU** with a **Compute Capability \u003e 5**.\n\nIf you are not familiar with the corresponding versions between NVIDIA JetPack SDK and Jetson Linux, please take a look at our [blog post](https://www.stereolabs.com/blog/nvidia-jetson-l4t-and-jetpack-support/). \n\n\n## Integrations\n\nThe ZED SDK can be easily integrated into projects using the following programming languages:\n\n| C++ | Python | C# | C |\n| -------- | ------------------------- | ----------------- | -------- | \n| \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/api\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229499695-c71857a2-eded-4171-8185-4e522d5b6c71.png\" width=\"50%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e  | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/api/python/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229499718-c66c3649-d139-48e5-8523-65b23a120440.png\" width=\"50%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/api/csharp\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229499667-5e4c4d72-1140-4eda-b206-d9f95c93c15c.png\" width=\"50%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/api/c/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229499672-9b5308a2-3294-4818-84c5-07f84834a6d9.png\" width=\"50%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e\n\n\u003cbr /\u003e\n\nThanks to its comprehensive API, ZED cameras can be interfaced with **multiple third-party libraries** and environments.\n\n| Unity | Unreal Engine 5 | OpenCV | ROS | ROS 2\n| -------- | ------------------------- | ----------------- | ----- | ----- |\n| \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/unity/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229497186-d77d9d1f-5eb8-420a-851e-3513d982d78d.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e  | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/ue5/\"\u003e\u003cimg  src=\"https://user-images.githubusercontent.com/32394882/229497196-19fb4d4c-423d-4ae3-abba-b26ca384e7e4.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/opencv/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229497204-09a267bd-cbcf-4d3f-b9a2-f95349b4b7a9.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/ros/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229475890-452f2cc0-1a9a-4b2a-87ad-cacc44a7435e.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/ros2/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/230614232-ce7a208e-7cf0-47a2-9c6f-5203e6034a5d.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e\n\n| Pytorch | YOLO | Matlab | Isaac SIM | Touch Designer |  \n| -------- | ------------------------- | ----------------- | ----- | ----- |\n| \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/pytorch\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229475918-1add790d-b10e-4529-a1d7-097f015a481f.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e  | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/yolo/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/230623781-3c87a5c9-b6af-4f93-bcc7-5ec381acf5d7.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/docs/matlab/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229472074-4747f789-4ce6-4aef-b4f7-eab3bb77ab52.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://www.stereolabs.com/\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/229472012-fe8d4458-219b-4825-8e87-9a3e9bc55e62.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e | \u003cdiv align=\"center\"\u003e\u003ca href=\"https://derivative.ca/UserGuide/ZED\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/32394882/230623653-630e7bd2-1300-47ad-8133-39543470b2b1.png\" width=\"70%\" alt=\"\" /\u003e\u003c/a\u003e\u003c/div\u003e\n\n\n\u003cbr /\u003e\n\n## Community\n\nJoin the conversation and connect with other ZED SDK users to share ideas, solve problems, and help make the ZED SDK awesome. Our aim is to make it extremely convenient for everyone to communicate with us.\n\n- **Discourse** is our forum where all ZED users can connect. This is the best place to brainstorm and exchange about ZED cameras, ZED SDK software, and other Stereolabs products. Feel free to create an account and ask your questions, or even share your awesome projects!\n\n- **Twitter** Follow Stereolabs [@Stereolabs3D](https://twitter.com/stereolabs3d) for official news and release announcements.\n- **GitHub** If you come across a bug, please raise an issue in this [**GitHub repository**](https://github.com/stereolabs/zed-examples/issues).\n\n- **Email** To talk to Stereolabs directly, the easiest way is by email. Get in touch with us at support@stereolabs.com.\n\n\u003cbr /\u003e\n\u003cbr /\u003e\n\n\u003cdiv align=\"center\"\u003e\n  \u003ca href=\"https://github.com/stereolabs\" style=\"text-decoration:none;\"\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/32394882/228892870-fbac3f33-49d9-4575-9a2b-10fc2ba26091.svg\" width=\"3%\" alt=\"\" /\u003e\u003c/a\u003e\n  \u003cimg src=\"https://user-images.githubusercontent.com/32394882/228893668-ce93aa6e-0867-406f-9481-d1cb307a7dcf.png\" width=\"3%\" alt=\"\" /\u003e\n  \u003ca href=\"https://www.linkedin.com/company/stereolabs\" style=\"text-decoration:none;\"\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/32394882/228892887-d12a8d98-4245-4121-8d23-52bd61431b29.svg\" width=\"3%\" alt=\"\" /\u003e\u003c/a\u003e\n  \u003cimg src=\"https://user-images.githubusercontent.com/32394882/228893668-ce93aa6e-0867-406f-9481-d1cb307a7dcf.png\" width=\"3%\" alt=\"\" /\u003e\n  \u003ca href=\"https://twitter.com/stereolabs3d\" style=\"text-decoration:none;\"\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/32394882/228892805-93d657be-a54c-4e12-83c6-6e7b15a256e2.svg\" width=\"3%\" alt=\"\" /\u003e\u003c/a\u003e\n  \u003cimg src=\"https://user-images.githubusercontent.com/32394882/228893668-ce93aa6e-0867-406f-9481-d1cb307a7dcf.png\" width=\"3%\" alt=\"\" /\u003e\n  \u003ca href=\"https://www.youtube.com/Stereolabs3d\" style=\"text-decoration:none;\"\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/32394882/228892815-f04bb1ce-aa42-49b0-bfe7-d1d051ead830.svg\" width=\"3%\" alt=\"\" /\u003e\u003c/a\u003e\n  \u003cimg src=\"https://user-images.githubusercontent.com/32394882/228893668-ce93aa6e-0867-406f-9481-d1cb307a7dcf.png\" width=\"3%\" alt=\"\" /\u003e\n  \u003ca href=\"https://community.stereolabs.com/\" style=\"text-decoration:none;\"\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/32394882/228892794-8840d6c5-54bf-44d3-a95b-d9c51927914f.svg\" width=\"3%\" alt=\"\" /\u003e\u003c/a\u003e\n\u003c/div\u003e\n","funding_links":[],"categories":["👁️ Computer Vision \u0026 Perception"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstereolabs%2Fzed-sdk","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstereolabs%2Fzed-sdk","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstereolabs%2Fzed-sdk/lists"}