Responsibilities:
1. Contribute to the end-to-end development of state of the art computer vision systems, from metric definition and data set creation to model deployment and monitoring.
2. Research and explore the latest technologies (image classification/object detection/semantic segmentation) and propose innovative ideas.
3. Fulfill the project goals on timing and quality.
4. Document process and results during development, especially for the key milestones.
5. Support testing for other projects in the group.
职责描述:
1. 参与计算机视觉系统的全套开发流程,包括算法研发及工程支持
2. 参与研究计算机视觉领域最新技术
3. 规划开发进度,并能按计划逐步完成开发工作
4. 记录开发进程及阶段性成果,里程碑成果进行总结汇报
5. 支持组内其他项目的测试工作
Requirements:
1. Major in computer science, electronic engineering, or related fields.
2. Experience in computer vision relevant research or projects such as training and deploying machine learning models for object detection, classification, tracking, and segmentation, using frameworks such as PyTorch and TensorFlow.
3. Proficiency in implementing code in Python, C++.
4. Self-dependent, highly motivated and problem solving mentality.
5. Fluent English in both speaking and writing.
6. Able to work for at least three days per week.
Preferred:
1. Experience in parallel programming and/or GPU based (CUDA).
2. Experience in embedded platform development.
3. Enroll as soon as possible, and could stay for more than 6 months.
能力需求:
1. 计算机, 电子工程或相关科学领域
2. 有计算机视觉,图像处理,模式识别, 机器学习等研究和项目实践经验并熟悉深度学习框架如PyTorch 和 TensorFlow等
3. 优秀的编程能力,熟悉Python,C++,熟悉Linux
4. 独立,积极和主动解决问题的能力
5. 良好的英文读写能力
6. 每周至少能在公司工作三天以上
优先考虑:
1. 有CUDA高性能并行计算经验的优先考虑
2. 有嵌入式平台程序开发经验的优先考虑
3. 能尽快入职,可实习6个月及以上的优先考虑