第四范式计算机视觉算法工程师
社招全职技术类地点：北京状态：招聘
任职要求
•本科及以上学历，具备计算机视觉、人工智能、图形学、图像处理等相关专业知识•具备良好的编程能力，熟悉Python/C++/OpenCV/Pytorch/Tensorflow/Git/Linux等•了解常用深度学习/大模型算法，熟练使用深度学习框架加分项•有较强的代码能力优先，有各类竞赛获奖经历(如kaggle，天池…
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工作职责
•负责计算机视觉算法的设计和研发，包括但不限于：通用物体检测、检索、分割 图像/视频分类、理解 OCR 多模态大模型训练、调优，压缩 图神经网络 3D视觉等•将计算机视觉等领域的算法应用于实际场景，解决真实业务问题•将实践中的创新点以Github Repo/Paper/Tech Report等形式开源
包括英文材料
学历+
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.
图像处理+
https://opencv.org/blog/computer-vision-and-image-processing/
This fascinating journey involves two key fields: Computer Vision and Image Processing.
https://www.geeksforgeeks.org/python/image-processing-in-python/
Image processing involves analyzing and modifying digital images using computer algorithms.
https://www.youtube.com/watch?v=kSqxn6zGE0c
In this Introduction to Image Processing with Python, kaggle grandmaster Rob Mulla shows how to work with image data in python!
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文，免费，零起点，完整示例，基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
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
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具，在灵活性、可读性和性能上都具备相当的优势，近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
Git+
https://www.youtube.com/watch?v=rH3zE7VlIMs
Learn Git from start to finished in this full course written by ThePrimeagen.
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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
还有更多 •••
相关职位
社招3年以上研发类
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深圳
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更新于 2025-07-07广州
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【职业描述】 1.负责计算机视觉相关的算法研究和开发工作，如图像/视频内容生成与编辑、2D数字人算法、图像检测和识别等 2.结合业务需求，从模型微调、性能优化等方面提升文生图、图生视频、文生视频等模型效果，解决面向业务场景的应用和落地时的关键问题 3.跟进AIGC前沿技术，根据业务需求进行技术选型，在虎牙业务中进行快速创新落地和算法迭代
更新于 2025-01-23广州|深圳
社招算法开发岗
1. 负责视觉模型研发，包括视频理解、物体检测、人脸检测、人体检测、手势识别、行为识别等 2. 通过优化数据质量、模型结构、训练方法、loss等，持续提升模型效果和推理效率 3. 持续跟进最新进展，包含模型结构优化、训练范式、模型蒸馏等
更新于 2025-08-25北京