万兴科技图像算法工程师
社招全职3年以上地点:长沙状态:招聘
任职要求
1、硕士以上,博士优先;计算机科学、人工智能、数学、电子信息相关专业领域;3年以上(或具备同等深度的研究经验)在计算机视觉、AIGC、多模态学习相关领域的研究与实践经验; 2、扎实的编程能力,熟练掌握 Python/C++,熟悉 PyTorch/TensorFlow等深度学习框架; 3、精通 Diffusion Models (如Stable Diffusion, Imag…
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工作职责
1、负责计算机视觉核心算法的研究、设计、开发与实现,重点聚焦于AIGC(生成式AI)领域,包括但不限于:图像/视频生成、多模态理解与生成等; 2、深入研究和应用前沿模型架构,如Transformer、Diffusion Models、多模态大模型(如Flux、Cog等),并针对具体任务进行模型优化与创新; 3、基于海量图像/视频数据,进行大规模模型的训练、调优与迭代,持续提升生成内容的质量、效率及可控性; 4、将前沿算法和模型转化为实际可用的技术模块和解决方案,参与探索以AI技术为核心的新产品形态和业务方向,提供技术可行性分析与原型验证; 5、紧密跟踪并深入分析计算机视觉、生成式AI、多模态学习等领域的国际顶级会议/期刊(如CVPR, NeurIPS, ICCV, SIGGRAPH等)的最新研究进展和行业竞品动态。
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.
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.
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
还有更多 •••