NexaAI/yolo26l-npu

YOLO26L

Model Description

YOLO26L is the large-sized variant of the YOLO26 model family, designed to deliver high detection accuracy while still supporting real-time inference on capable hardware.

Sitting between the medium and extra-large models, YOLO26L provides a strong balance for applications that demand robust accuracy in complex scenes without fully committing to the computational cost of the largest model. It uses the same end-to-end, NMS-free architecture, enabling a streamlined and consistent deployment experience.

YOLO26L is pretrained on the COCO dataset and is well-suited for production-grade vision systems where accuracy is a key requirement.

Quickstart

1. Install NexaSDK and create a free account at sdk.nexa.ai
2. Activate your device with your access token:

   nexa config set license '<access_token>'
   

3. Run the model on Qualcomm NPU in one line:

   nexa infer NexaAI/yolo26l-npu
   

Features

• Large model size with strong accuracy improvements
• End-to-end detection with NMS-free inference
• Real-time capable on modern GPUs and high-performance accelerators
• Pretrained weights available for immediate use
• Ultralytics ecosystem support for training, validation, inference, and export

Use Cases

• High-accuracy real-time video analytics
• Advanced robotics and automation
• Smart city and traffic monitoring
• Industrial inspection and safety systems
• Production computer vision pipelines

Inputs and Outputs

Input:

• Images or video streams, automatically preprocessed by the Ultralytics framework

Output:

• Bounding boxes
• Class labels
• Confidence scores

License

This repo is licensed under the Creative Commons Attribution–NonCommercial 4.0 (CC BY-NC 4.0) license, which allows use, sharing, and modification only for non-commercial purposes with proper attribution. All NPU-related models, runtimes, and code in this project are protected under this non-commercial license and cannot be used in any commercial or revenue-generating applications. Commercial licensing or enterprise usage requires a separate agreement. For inquiries, please contact dev@nexa.ai