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| <div class="container"> |
| <h1><span class="edge">Edge</span><span class="first">First</span> AI</h1> |
| <p class="tagline">Spatial Perception at the Edge</p> |
|
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| <p style="text-align:center;">Open-source libraries and microservices for AI-driven spatial perception on embedded devices.</p> |
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| <div class="link-badges"> |
| <a href="https://edgefirst.studio"><img src="https://img.shields.io/badge/EdgeFirst_Studio-3E3371?style=for-the-badge&logoColor=white" alt="EdgeFirst Studio"></a> |
| <a href="https://github.com/EdgeFirstAI"><img src="https://img.shields.io/badge/GitHub-212529?style=for-the-badge&logo=github&logoColor=white" alt="GitHub"></a> |
| <a href="https://doc.edgefirst.ai"><img src="https://img.shields.io/badge/Docs-1FA0A8?style=for-the-badge&logo=readthedocs&logoColor=white" alt="Docs"></a> |
| <a href="https://edgefirst.ai"><img src="https://img.shields.io/badge/edgefirst.ai-E8B820?style=for-the-badge&logoColor=333" alt="Website"></a> |
| </div> |
|
|
| <h2>About</h2> |
| <p> |
| <strong>Au-Zone Technologies</strong> builds EdgeFirst — a comprehensive platform for deploying AI perception on edge devices. We support cameras, LiDAR, radar, and time-of-flight sensors for real-time object detection, segmentation, sensor fusion, and 3D spatial understanding. |
| </p> |
| <p> |
| Our stack spans four layers: <strong>Foundation</strong> (hardware abstraction and inference delegates), <strong>Zenoh</strong> (pub/sub microservices), <strong>GStreamer</strong> (media pipeline plugins), and <strong>ROS 2</strong> integration. All released under <strong>Apache 2.0</strong>. |
| </p> |
|
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| <h2>Model Zoo</h2> |
| <p>Pre-trained models validated on real edge hardware with full-dataset accuracy metrics and detailed timing breakdowns per device.</p> |
| <a class="cta" href="https://huggingface.co/spaces/EdgeFirst/Models">Browse the EdgeFirst Model Zoo →</a> |
| <table class="model-table"> |
| <tr><th>Task</th><th>Models</th></tr> |
| <tr> |
| <td>Detection</td> |
| <td><a href="https://huggingface.co/EdgeFirst/yolo26-det">YOLO26</a> · <a href="https://huggingface.co/EdgeFirst/yolo11-det">YOLO11</a> · <a href="https://huggingface.co/EdgeFirst/yolov8-det">YOLOv8</a> · <a href="https://huggingface.co/EdgeFirst/yolov5-det">YOLOv5</a></td> |
| </tr> |
| <tr> |
| <td>Segmentation</td> |
| <td><a href="https://huggingface.co/EdgeFirst/yolo26-seg">YOLO26</a> · <a href="https://huggingface.co/EdgeFirst/yolo11-seg">YOLO11</a> · <a href="https://huggingface.co/EdgeFirst/yolov8-seg">YOLOv8</a></td> |
| </tr> |
| </table> |
|
|
| <h2>Supported Hardware</h2> |
| <div class="badges"> |
| <img src="https://img.shields.io/badge/NXP-i.MX_8M_Plus-3E3371?style=flat-square&logoColor=white" alt="NXP i.MX 8M Plus"> |
| <img src="https://img.shields.io/badge/NXP-i.MX_95-3E3371?style=flat-square&logoColor=white" alt="NXP i.MX 95"> |
| <img src="https://img.shields.io/badge/NXP-Ara240-3E3371?style=flat-square&logoColor=white" alt="NXP Ara240"> |
| <img src="https://img.shields.io/badge/RPi5-Hailo--8%2F8L-1FA0A8?style=flat-square&logoColor=white" alt="RPi5 + Hailo"> |
| <img src="https://img.shields.io/badge/NVIDIA-Jetson-76B900?style=flat-square&logoColor=white" alt="NVIDIA Jetson"> |
| </div> |
|
|
| <h2>EdgeFirst Studio</h2> |
| <p> |
| <a href="https://edgefirst.studio"><strong>EdgeFirst Studio</strong></a> is our MLOps platform for the complete perception development lifecycle — dataset management, model training, INT8 quantization, on-target validation, and deployment. <strong>Free tier available.</strong> |
| </p> |
|
|
| <h2>Links</h2> |
| <table class="links-table"> |
| <tr><td>Website</td><td><a href="https://edgefirst.ai">edgefirst.ai</a></td></tr> |
| <tr><td>Studio</td><td><a href="https://edgefirst.studio">edgefirst.studio</a></td></tr> |
| <tr><td>GitHub</td><td><a href="https://github.com/EdgeFirstAI">github.com/EdgeFirstAI</a></td></tr> |
| <tr><td>Documentation</td><td><a href="https://doc.edgefirst.ai">doc.edgefirst.ai</a></td></tr> |
| <tr><td>Model Zoo</td><td><a href="https://huggingface.co/spaces/EdgeFirst/Models">EdgeFirst/Models</a></td></tr> |
| <tr><td>Company</td><td><a href="https://www.au-zone.com">Au-Zone Technologies</a></td></tr> |
| </table> |
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| <div class="footer"> |
| <p>Apache 2.0 · © <a href="https://www.au-zone.com">Au-Zone Technologies Inc.</a></p> |
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