
美图计算机视觉工程师(校招-深圳)
校招全职算法类地点:深圳状态:招聘
任职要求
● 计算机/电子信息/数学相关专业,基础扎实,硕士及以上学历 ● 熟练掌握C/C++/Python至少一种,工程实现能力强 ● 熟悉常用CV库和深度学习框架(PyTorch/TensorFlow/Caffe等) ● 对计算机视觉和人工智能研究和落地有热情 Title: Computer Vision Engineer Location: Shenzhen Core Technical Domains: Deep learning, computer vision, and image & video processing, with specific focus on technologies including but not limited to: image/video detection, recognition, segmentation, editing, reconstruction, 3D vision, computational imaging, image generation, AIGC, and multimodality. Key Responsibilities: 1、Theoretical Innovation ● Conduct in-depth research on cutting-edge technologies within the domain, proactively propose innovative concepts and solutions, and be responsible for drafting technical patents or academic papers. 2、Algorithm Design ● Target specific practical application scenarios, design tailored algorithms, and conduct systematic optimization to enhance the algorithms' performance, operational efficiency, and robustness. 3、Implementation & Deployment ● Develop core code, deliver demos or SDKs, and continuously optimize based on product feedback. Qualifications: ● Master's degree or above in Computer Science, Electronic Information Engineering, Mathematics, or other related disciplines. Demonstrate solid foundational knowledge in relevant fields (e.g., machine learning, computer graphics) ● Possess proficiency in at least one programming language from C/C++ or Python, with excellent engineering implementation capabilities and a proven track record of delivering high-quality code. ● Have a comprehensive understanding of common Computer Vision (CV) libraries and be well-versed in deep learning frameworks (e.g., PyTorch, TensorFlow, Caffe), with the ability to apply them to practical technical tasks. ● With a strong passion for the research, development, and practical application of computer vision and artificial intelligence technologies.
工作职责
美图影像研究院(MT Lab)专注于计算机视觉、深度学习与计算机图形学等前沿算法的研究与应用。我们为美图产品提供核心技术支持。团队汇聚顶尖人才,致力于推动影像技术的突破,让科技与艺术美好交汇。 MT Lab focuses on R&D of cutting-edge algorithms in CV, deepearning, and computer graphics. We provide core technicalsupport for Meitu products.Our team of top talent is dedicated to advancing imagingtechnology, beautifully merging science and art. 岗位名称:计算机视觉工程师 工作地点:深圳 涉及技术方向:深度学习/计算机视觉/图像视频处理, 如图像和视频的检测、识别、分割、编辑、重建、3D视觉、计算成像、图像生成、AIGC、多模态等 岗位职责: ● 理论创新:研究领域最新技术,提出新idea,撰写技术专利或论文 ● 算法设计:针对实际应用场景,设计算法并提升其效果/效率/鲁棒性 ● 落地实现:核心代码实现,输出demo或SDK,根据产品反馈迭代优化
包括英文材料
学历+
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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.
Caffe+
https://caffe.berkeleyvision.org/
Caffe is a deep learning framework made with expression, speed, and modularity in mind.
AIGC+
https://ui.adsabs.harvard.edu/abs/2023arXiv230406632W/abstract
To address the challenges of digital intelligence in the digital economy, artificial intelligence-generated content (AIGC) has emerged.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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