---
title: YOLOv11-Segmentation
canonical_url: "https://www.modelscope.cn/models/Qualcomm-AI-Hub/YOLOv11-Segmentation"
md_url: "https://www.modelscope.cn/models/Qualcomm-AI-Hub/YOLOv11-Segmentation.md"
repository: Qualcomm-AI-Hub/YOLOv11-Segmentation
last_updated: 2026-10-16
license: agpl-3.0
pipeline_tag: image-segmentation
tasks:
  - image-segmentation
downloads: 0
stars: 0
tags:
  - real_time
  - android
---

# YOLOv11-Segmentation

> YOLOv11-Segmentation - Qualcomm-AI-Hub 在 ModelScope 开源的模型。YOLOv11-Segmentation: Optimized for Qualcomm Devices

Qualcomm-AI-Hub/YOLOv11-Segmentation 是 ModelScope 魔搭社区上的image-segmentation模型，采用 agpl-3.0 许可。

- **Repository**: Qualcomm-AI-Hub/YOLOv11-Segmentation
- **License**: agpl-3.0
- **Tasks**: image-segmentation
- **Tags**: real_time, android
- **Downloads**: 0
- **Stars**: 0
- **Last updated**: 2026-10-16

Source: https://www.modelscope.cn/models/Qualcomm-AI-Hub/YOLOv11-Segmentation

---

![](https://china-qaihub-public-assets.s3.cn-northwest-1.amazonaws.com.cn/qai-hub-models/models/yolov11_seg/web-assets/model_demo.png)

# YOLOv11-Segmentation: Optimized for Qualcomm Devices

Ultralytics YOLOv11 is a machine learning model that predicts bounding boxes, segmentation masks and classes of objects in an image.

This is based on the implementation of YOLOv11-Segmentation found [here](https://github.com/ultralytics/ultralytics/tree/main/ultralytics/models/yolo/segment).
This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/yolov11_seg) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).

Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.cn) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.

## Getting Started
Due to licensing restrictions, we cannot distribute pre-exported model assets for this model.
Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/yolov11_seg) Python library to compile and export the model with your own:
- Custom weights (e.g., fine-tuned checkpoints)
- Custom input shapes
- Target device and runtime configurations

See our repository for [YOLOv11-Segmentation on GitHub](https://github.com/qualcomm/ai-hub-models-cn/blob/main/src/qai_hub_models/models/yolov11_seg) for usage instructions.


## Model Details

**Model Type:** Model_use_case.semantic_segmentation

**Model Stats:**
- Input resolution: 640x640
- Model checkpoint: YOLO11N-Seg
- Model size (float): 11.1 MB
- Model size (w8a16): 11.4 MB
- Number of output classes: 80
- Number of parameters: 2.89M

## Performance Summary
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|---|---|---|---|---|---|---
| YOLOv11-Segmentation | ONNX | float | Snapdragon® X2 Elite | 3.791 ms | 17 - 17 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Snapdragon® X Elite | 7.582 ms | 17 - 17 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 6.111 ms | 17 - 241 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 13.436 ms | 17 - 230 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 9.424 ms | 15 - 19 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.036 ms | 15 - 20 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Qualcomm® QCS8450 | 13.436 ms | 17 - 230 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 9.203 ms | 16 - 19 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 7.582 ms | 17 - 17 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.938 ms | 12 - 213 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Elite Mobile | 4.938 ms | 12 - 213 MB | NPU
| YOLOv11-Segmentation | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.426 ms | 0 - 222 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® X2 Elite | 2.672 ms | 9 - 9 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® X Elite | 6.33 ms | 7 - 7 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.709 ms | 0 - 227 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 10.735 ms | 8 - 235 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 19.397 ms | 8 - 10 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.437 ms | 8 - 11 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.023 ms | 8 - 126 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® QCS8450 | 10.735 ms | 8 - 235 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 6.518 ms | 8 - 10 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 6.33 ms | 7 - 7 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 30.185 ms | 8 - 210 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 7.16 ms | 8 - 210 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.8 ms | 0 - 89 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 2.8 ms | 0 - 89 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.502 ms | 0 - 90 MB | NPU
| YOLOv11-Segmentation | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.16 ms | 8 - 210 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Snapdragon® X2 Elite | 3.093 ms | 5 - 5 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Snapdragon® X Elite | 5.485 ms | 5 - 5 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.623 ms | 0 - 211 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 10.262 ms | 2 - 202 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 6.401 ms | 5 - 16 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 4.916 ms | 5 - 6 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® SA8775P | 6.73 ms | 0 - 184 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® SA8650P | 6.73 ms | 0 - 184 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® SA8255P | 6.73 ms | 0 - 184 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® QCS8450 | 10.262 ms | 2 - 202 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.451 ms | 5 - 15 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 5.485 ms | 5 - 5 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 2.93 ms | 0 - 189 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® SA7255P | 16.268 ms | 0 - 183 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Qualcomm® SA8295P | 10.326 ms | 0 - 173 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.93 ms | 0 - 189 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.169 ms | 5 - 200 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.335 ms | 2 - 2 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Snapdragon® X Elite | 5.286 ms | 2 - 2 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.164 ms | 2 - 206 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 4.564 ms | 2 - 9 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 4.671 ms | 2 - 111 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.385 ms | 1 - 181 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8650P | 5.385 ms | 1 - 181 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA8255P | 5.385 ms | 1 - 181 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 5.153 ms | 1 - 7 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 5.286 ms | 2 - 2 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 24.236 ms | 3 - 184 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 5.069 ms | 1 - 184 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.238 ms | 2 - 186 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Qualcomm® SA7255P | 8.822 ms | 1 - 180 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.238 ms | 2 - 186 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.94 ms | 2 - 190 MB | NPU
| YOLOv11-Segmentation | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5.069 ms | 1 - 184 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.229 ms | 0 - 106 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 9.356 ms | 4 - 91 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 5.933 ms | 4 - 23 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 4.451 ms | 4 - 6 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8775P | 6.18 ms | 4 - 85 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8650P | 6.18 ms | 4 - 85 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8255P | 6.18 ms | 4 - 85 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® QCS8450 | 9.356 ms | 4 - 91 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 5.939 ms | 4 - 22 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 2.442 ms | 0 - 95 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA7255P | 15.552 ms | 4 - 83 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Qualcomm® SA8295P | 9.557 ms | 4 - 61 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.442 ms | 0 - 95 MB | NPU
| YOLOv11-Segmentation | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.037 ms | 0 - 95 MB | NPU

## License
* The license for the original implementation of YOLOv11-Segmentation can be found
  [here](https://github.com/ultralytics/ultralytics/blob/main/LICENSE).

## References
* [Ultralytics YOLOv11 Docs: Instance Segmentation](https://docs.ultralytics.com/tasks/segment/)
* [Source Model Implementation](https://github.com/ultralytics/ultralytics/tree/main/ultralytics/models/yolo/segment)

## Community
* For questions or feedback, chat with our engineers in [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.cn).