夸克视觉算法实习生(图片质量/美学评价大模型方向)
实习兼职日常实习生地点:杭州状态:招聘
任职要求
1. 在读硕士或博士,研究型/学术背景优先,有扎实的数学基础,对基础视觉算法、多模态大模型、模型蒸馏等技术有深入理解和实战经验; 2. 精通Python编程,熟悉Linux开发环境,熟练掌握常见的深度学习框架(如TensorFlow、PyTorch等); 3. …
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工作职责
1. 基于大模型研究图像和视频质量评价技术,需要对影响图像质量的细分维度(如:噪声、模糊度、亮度、对比度、炫光等)做可解释性分析,综合性地给出图像质量分数; 2. 基于大模型研究图像美学评价和AI构图技术,需要对影响美学打分的细分维度(如:颜色、光线、对称性、构图合理性等)做可解释性分析,综合性地给出美学评估分数; 3. 参与数据质量评估、标注标准制定及自动化数据 Pipeline 的搭建与维护。
包括英文材料
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/
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
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.
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.
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.
还有更多 •••
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