滴滴高级算法工程师(J250701028)
社招全职2年以上技术地点:北京状态:招聘
任职要求
1)工作时间2年以上 2)计算机视觉、模式识别、机器学习、电子信息等相关专业硕士及以上学历; 3)熟练掌握视觉领域的基础理论和方法,在一个或多个领域有深入研究:检测、多任务学习、视频生成、多模态等 4)有多模态大模型研究落地经验的优先 5)有模型推理加速和嵌入式硬件优化经验,熟悉C++编程,熟悉NCNN等加速工具优先; 6)在计算机视觉领域发表过顶会论文的优先,互联网大厂实习/工作经历的优先
工作职责
1.负责自动驾驶乘客行为监测算法开发与落地,如异常触碰、物品遗失、违规乘车等行为,工作包括不局限于:图像分类、多任务学习、多模态大模型等 2.负责DMS司机行为监测算法开发落地,包括司机疲劳分心驾驶监测,工作包括不局限于:图像分类、多任务学习、人脸属性识别、人脸跟踪等。 3.研究与分享大模型前沿技术,落地视觉多模态理解和图像生成大模型
包括英文材料
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
模式识别+
https://www.mathworks.com/discovery/pattern-recognition.html
Pattern recognition is the process of classifying input data into objects, classes, or categories using computer algorithms based on key features or regularities.
https://www.microsoft.com/en-us/research/wp-content/uploads/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf
Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
学历+
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
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