NIO

视觉数据处理与标注实习生

NIO  •  Onsite  •  5 hours ago
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Job Description

视觉数据处理与标注实习生
合肥
实习
数字技术 - 算法
职位 ID:A214938
职位描述
1.参与工业零件视觉数据集的构建工作,包括 目标检测、语义分割、实例分割 等任务的高质量数据标注。
2.使用专业标注工具(如 Labelme、CVAT、Roboflow 等)完成 检测框、分割掩码、关键点 等不同任务的标注工作。
3.协助建立并维护 数据标注规范与检查标准,保证数据集的标注一致性和准确性。
4.编写简单的 Python 脚本(如基于 OpenCV、PIL、json/csv 处理),用于数据格式转换、标注检查、批量处理。
5.参与数据 清洗与增强(去重、模糊样本剔除、图像增强),提升数据集的多样性与鲁棒性。
6.与算法工程师协作,对模型训练结果进行 数据回溯分析,针对模型误检/漏检场景进行补充标注。
职位要求
1.本科或硕士在读,计算机、自动化、人工智能、机械电子等相关专业优先。
2.熟悉计算机视觉任务基础,理解目标检测、分割等任务对数据的要求。
3.有一定Python 基础,能独立编写小脚本完成数据格式转换、数据可视化、标注检查等工作。
4.能熟练使用至少一种标注工具(Labelme、CVAT、LabelImg、VGG Image Annotator 等)。
5.工作细心,能够长期保持高质量标注。
加分项
1.熟悉 COCO、YOLO、Pascal VOC、Cityscapes 等主流数据集格式
2.了解 数据增强方法(随机裁剪、颜色抖动、旋转、Mosaic 等)
3.有工业视觉、辅助驾驶、机器人、机械臂抓取等场景数据标注/处理经验
4.对深度学习训练 pipeline 有一定了解(PyTorch/YOLO/MMDetection)
投递
NIO

About NIO

NIO is a pioneer and a leading company in the premium smart electric vehicle market. Founded in November 2014, NIO’s mission is to shape a sustainable and brighter future together. NIO aims to build a community starting with smart electric vehicles to share joy and grow together with users.

NIO designs, develops, jointly manufactures and sells premium smart electric vehicles, driving innovations in next-generation technologies in autonomous driving, digital technologies, electric powertrains and batteries. NIO differentiates itself through its continuous technological breakthroughs and innovations, such as its industry-leading battery swapping technologies, Battery as a Service, or BaaS, as well as its proprietary autonomous driving technologies and Autonomous Driving as a Service, or ADaaS.

NIO’s models for sale include the all-new smart electric flagship SUV ES8, the smart electric flagship coupe SUV EC7, the smart electric mid-large SUV ES7, the smart electric flagship sedan ET7, the all-new smart electric all-round SUV ES6, the all-new smart electric coupe SUV EC6, the smart electric mid-sized sedan ET5, and the smart electric tourer ET5T.

Industry
Unknown
Company Size
5,001-10,000 employees
Headquarters
Jiading, CN
Year Founded
Unknown
Website
nio.com
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