苹果Computer Vision / Machine Learning Intern (Video Intelligence)
实习兼职Machine Learning and AI地点:北京状态:招聘
任职要求
Minimum Qualifications Currently pursuing a Bachelor’s, Master’s, or PhD degree in Computer Science, Electrical Engineering, or a related field Strong foundation in computer vision and machine learning Experience with deep learning frameworks such as PyTorch or TensorFlow Solid programming skills in Python and/or C++ Familiarity with video processing, image understanding, or generative models Preferred Qualifications Publications in …
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工作职责
Design and develop machine learning models for video understanding, video generation, and computational photography Optimize models for efficient on-device deployment across Apple platforms Conduct research and prototype state-of-the-art algorithms in video intelligence Collaborate with cross-functional teams including hardware, software, and product design to deliver end-to-end solutions Analyze and improve system performance, scalability, and user experience File patents and papers in top-tier conferences
包括英文材料
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.
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
NeurIPS+
https://neurips.cc/
还有更多 •••