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| title: EdgeFirst AI |
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| license: cc-by-nc-4.0 |
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| # EdgeFirst AI |
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| ### Spatial Perception at the Edge |
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| Open-source libraries and microservices for AI-driven spatial perception on embedded devices. |
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| [](https://edgefirst.studio) [](https://github.com/EdgeFirstAI) [](https://doc.edgefirst.ai) [](https://edgefirst.ai) |
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| [](https://huggingface.co/spaces/EdgeFirst/Models) |
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| ## About |
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| **Au-Zone Technologies** builds EdgeFirst, a 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. |
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| Our stack spans four layers: **Foundation** (hardware abstraction and inference delegates), **Zenoh** (pub/sub microservices), **GStreamer** (media pipeline plugins), and **ROS 2** integration. All released under **Apache 2.0**. |
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| ## Model Zoo |
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| Pre-trained models validated on real edge hardware with full-dataset accuracy metrics and detailed timing breakdowns per device. |
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| **[Browse the EdgeFirst Model Zoo →](https://huggingface.co/spaces/EdgeFirst/Models)** |
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| **[Introducing the EdgeFirst Model Zoo →](https://huggingface.co/blog/EdgeFirst/model-zoo-intro)** — how the grid is built, and why every published number links to the validation session that produced it. |
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| | Task | Models | |
| |------|--------| |
| | **Detection** | [YOLO26](https://huggingface.co/EdgeFirst/yolo26-det) · [YOLO11](https://huggingface.co/EdgeFirst/yolo11-det) · [YOLOv8](https://huggingface.co/EdgeFirst/yolov8-det) · [YOLOv5](https://huggingface.co/EdgeFirst/yolov5-det) | |
| | **Segmentation** | [YOLO26](https://huggingface.co/EdgeFirst/yolo26-seg) · [YOLO11](https://huggingface.co/EdgeFirst/yolo11-seg) · [YOLOv8](https://huggingface.co/EdgeFirst/yolov8-seg) | |
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| ## Supported hardware |
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| ## EdgeFirst Studio |
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| [**EdgeFirst Studio**](https://edgefirst.studio) is our MLOps platform for the complete perception development lifecycle — dataset management, model training, INT8 quantization, on-target validation, and deployment. **Free tier available.** |
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| ## Links |
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| | **Website** | [edgefirst.ai](https://edgefirst.ai) | |
| | **Studio** | [edgefirst.studio](https://edgefirst.studio) | |
| | **GitHub** | [github.com/EdgeFirstAI](https://github.com/EdgeFirstAI) | |
| | **Documentation** | [doc.edgefirst.ai](https://doc.edgefirst.ai) | |
| | **Model Zoo** | [EdgeFirst/Models](https://huggingface.co/spaces/EdgeFirst/Models) | |
| | **Company** | [Au-Zone Technologies](https://www.au-zone.com) | |
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| --- |
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| <div align="center"> |
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| Open-source libraries (Foundation, Zenoh, GStreamer, ROS 2 integration): Apache 2.0 · Model Zoo validation results & card data: [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) · © 2026 [Au-Zone Technologies](https://www.au-zone.com) |
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| <sub>NXP<sup>®</sup>, i.MX, eIQ<sup>®</sup>, Neutron, and Ara240 are trademarks or products of NXP Semiconductors. Hailo is a trademark of Hailo Technologies Ltd. Jetson is a trademark of NVIDIA Corporation. All other trademarks are the property of their respective owners.</sub> |
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| </div> |
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