上海招聘

职位描述

Job description

1.基于深度学习图像处理算法进行信号灯等交通信号识别；

2.针对GPU或者FPGA平台对神经网络进行优化；
3.进行新算法提案，算法选型，算法改造，算法优化等；

1.Traffic light/signal perception based on Deep Learning algorithms.
2.Optimize neural networks based on GPU and FPGA platforms

3.Come up with creative algorithms; modify algorithms; select the optimized algorithms for product

任职资格

Qualification

1 大学本科以上学历。
2.三年以上相关工作经验。
3.掌握C/C++,python等编程语言，熟悉Ubuntu开发环境。
4.熟悉Tensorflow，caffe等机器学习框架，熟悉opencv，numpy，sklearn等常用库，了解CUDA并行编程。
5.熟悉深度学习相关概念及理论，熟悉CNN，RNN相关知识，熟悉各种常用Basenet及损失函数，熟悉基本的网络抗过拟合手段。
6.熟悉基于深度学习的物体检测类，语义分割类算法等。
7.具备矩阵编程思维，并能使用numpy，tensorflow等库进行实现。
8.能够熟练阅读英文文献，并具有较强的数学功底能够对论文中的公式进行编程实现。

1. Must have bachelor degree or above of Bachelor degree.
2. 3 year's related work experience.
3. Good at C/C++, python programming language, be familiar with Ubuntu develop environment.
4. Be familiar with deep learning frameworks such as Tensorflow, caffe, etc. Be familiar with common libs such as opencv, numpy, sklearn,etc. Be familiar with CUDA parallel programming.
5. Be familiar with deep learning's basic concept and theorem. Be familiar with CNN and RNN's related knowledge. Be familiar with common basenet and loss functions. Should handle basic methods to deal with over fitting.
6. Be familiar with object detection and Semantic segmentation's algorithms based on Deep Learning.
7. Handle programming with matrix and know how to use numpy and tensor flow to implement program.
8. Good at reading English papers. Have strong mathematics skills and abilities to implement math formula on programming.

华人运通是一家专注于未来智能交通产业的创新型出行科技公司，以智能汽车、智捷交通、智慧城市“三智”为战略布局。

华人运通主张“以人为本”，从人性化需求出发，依托人性化智慧，以研发创领智能出行技术为基础，从新能源智能汽车的开发和产业化出发，布局智捷交通，并以此为入口为构建智慧城市做贡献，改变人类未来出行。

华人运通最具前瞻性业务布局将聚焦五大板块：全新智能汽车的开发与制造；车辆、充电网络及能源的共享；车联网IoV及先进开放的自动驾驶技术；支持智捷交通的延伸；参与智慧城市的开发和构建。并结合数字化运营服务平台（Digital House），来支持华人运通在智慧城市中众多业务板块的发展。