
同花顺算法技术专家
社招全职地点:杭州状态:招聘
任职要求
硕士及以上学历,计算机视觉、图形学、机器人或人工智能相关专业; 精通 Python、C++等编程语言,熟悉主流深度学习框架(如PyTorch、TensorFlow等): 对大模型的底层原理和应用有较为深入的理解;有实际应用经验者优3先; 在2D/3D数字人、人脸/人体检测/识别/重建/跟踪、图像/视频生成与编辑、动作捕捉与分析有深入研究或项目落地经验者优先; 在国际会议或期刊(包括但不限于SIGRAPH、CHI、ICRA、IROS、CVPR、ICCV、ECCV等)上发表过论文者优先。
工作职责
设计并实现高效的2D/3D人脸/人体生成、重建与编辑算法,包括但不限于:几何建模、纹理合成、表情与姿态生成。 研发高保真数字人驱动技术,如:基于语音/文本的表情/口型/动作同步生成 (Audio/Text-to-Face/Body Animation),基于视频的动作捕捉与迁移。 探索并应用生成式模型 (如 GANs, Diffusion Models, VAEs, NeRF 等) 于数字人的创建、编辑、动画和渲染环节。
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.
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
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.
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
CVPR+
https://cvpr.thecvf.com/
ICCV+
https://iccv.thecvf.com/
ICCV is the premier international computer vision event comprising the main conference and several co-located workshops and tutorials.
ECCV+
https://eccv.ecva.net/
ECCV is the official event under the European Computer Vision Association and is biannual on even numbered years.
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更新于 2023-11-30