
唯品会高级算法工程师(视频生成算法)
社招全职5-10年地点:上海 | 广州状态:招聘
任职要求
1. 研究生及以上学历,计算机相关专业,有扎实的数学功底; 2. 熟练掌握Python编程语言;至少掌握PyTorch/Tensorflow深度学习框架中的一种;具备数据处理、模型训练、分析评估等AI模型开发的相关能力; 3. 在CV生成领域具有算法研发和项目落地经验,具备独立训练和优化diffusion模型的能力,熟悉Stable D…
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工作职责
1. 负责图像和视频生成模型的研发工作, 最终赋能电商平台相关业务,包括但不限于扩图、模特图生成、广告图片和视频等; 2. 负责图像和视频生成模型的数据工作,包括数据收集、标注、清洗和模型评估等全流程 3. 负责图像和视频生成模型的训练工作,重点解决生成质量、美观度、可控性和多样性等问题
包括英文材料
学历+
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.
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.
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/
还有更多 •••