美图高级计算机视觉工程师（视频混剪）/ Senior Computer Vision Engineer (Video Intelligent Editing)
社招全职算法类地点：北京状态：招聘
工作描述
任职要求 1. Bachelor’s degree or above in Computer Science or a related field, with at least 5 years of work experience and proven experience in full-cycle algorithm project development and deployment. 2. Proficient in the principles of deep neural network models such as Transformer, DiT, Diffusion, and CNN, with hands-on project experience. Deep understanding of machine learning, image and video processing algorithms. 3. Strong proficiency in PyTorch or TensorFlow deep learning frameworks, excellent algorithm implementation skills, familiarity with algorithm performance tuning techniques, and the ability to independently develop and optimize complex algorithm module…
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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/
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
CNN+
https://learnopencv.com/understanding-convolutional-neural-networks-cnn/
Convolutional Neural Network (CNN) forms the basis of computer vision and image processing.
[英文] CNN Explainer
https://poloclub.github.io/cnn-explainer/
Learn Convolutional Neural Network (CNN) in your browser!
https://www.deeplearningbook.org/contents/convnets.html
Convolutional networks(LeCun, 1989), also known as convolutional neuralnetworks, or CNNs, are a specialized kind of neural network for processing data.
https://www.youtube.com/watch?v=2xqkSUhmmXU
MIT Introduction to Deep Learning 6.S191: Lecture 3 Convolutional Neural Networks for Computer Vision
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