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<title>EdgeFirst AI — Spatial Perception at the Edge</title>
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<h1><span class="edge">Edge</span><span class="first">First</span> AI</h1>
<p class="tagline">Spatial Perception at the Edge</p>
<p style="text-align:center;">Open-source libraries and microservices for AI-driven spatial perception on embedded devices.</p>
<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>
<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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<p>Apache 2.0 · © <a href="https://www.au-zone.com">Au-Zone Technologies Inc.</a></p>
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