Xiaomi Technology

AI图像算法工程师实习生

Xiaomi Technology  •  Onsite  •  22 days ago
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Job Description

AI图像算法工程师实习生AI人才专项北京校招实习软件研发类职位描述- 参与电视、智能显示终端的AI画质增强相关算法研发,包括超分辨率、降噪、色彩优化、MEMC、HDR等基础画质算法的辅助开发与验证。
- 协助团队搭建深度学习训练环境,参与图像/视频数据集的清洗、标注、整理,支撑模型训练与调优。
- 学习并应用PyTorch/TensorFlow等框架,辅助完成AI图像增强模型的训练、测试与迭代。
- 配合画质调试、硬件、产品团队,参与主观画质评测,记录并反馈算法优化建议。
- 跟踪图像算法、深度学习领域前沿技术,参与技术预研,输出学习报告与初步技术方案。
- 协助完成算法相关技术文档、专利的撰写与整理。职位要求岗位JD:
岗位名称
AI画质算法工程师(校招)/ AI图像算法工程师(校招)
招聘对象
2026届应届毕业生(本科及以上),计算机、电子信息、自动化、图像处理、计算机视觉、人工智能等相关专业
工作地点
北京
岗位职责
- 参与电视、智能显示终端的AI画质增强相关算法研发,包括超分辨率、降噪、色彩优化、MEMC、HDR等基础画质算法的辅助开发与验证。
- 协助团队搭建深度学习训练环境,参与图像/视频数据集的清洗、标注、整理,支撑模型训练与调优。
- 学习并应用PyTorch/TensorFlow等框架,辅助完成AI图像增强模型的训练、测试与迭代。
- 配合画质调试、硬件、产品团队,参与主观画质评测,记录并反馈算法优化建议。
- 跟踪图像算法、深度学习领域前沿技术,参与技术预研,输出学习报告与初步技术方案。
- 协助完成算法相关技术文档、专利的撰写与整理。
任职要求
- 专业基础扎实:掌握图像处理基本原理(如色彩空间、图像滤波、图像增强等),了解计算机视觉基础概念。
- 熟悉至少一种深度学习框架(PyTorch优先,TensorFlow亦可),具备基础的模型训练与调优能力。
- 编程基础良好:掌握Python,了解C/C++,熟悉OpenCV者优先。
- 对电视画质、AI图像增强技术有浓厚兴趣,愿意深入学习嵌入式平台算法部署相关知识(如ONNX、模型量化)。
- 具备良好的学习能力、沟通协作能力和问题解决能力,责任心强,能积极配合团队完成任务。
- 加分项:有图像增强、超分、降噪等相关课程设计、毕业设计或竞赛经历;了解FFmpeg、TVM等工具;发表过相关学术论文或获得过学科竞赛奖项。 投递
Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
Website
mi.com
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