美团无人车业务部-静态感知算法专家
社招全职5年以上软硬件服务-无人车业务部地点:北京 | 深圳状态:招聘
任职要求
1.硕士或以上学历,计算机、电子、应用数学等相关方向。 2.熟悉静态感知相关算法,MapTR系列、Lane拓扑、多图源融合、NaviModel以及静态元素关联融合。 3.具有良好的深度学习基础,熟悉Transformer、CNN等模型,具有实际应用的模型调优经验。 …
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工作职责
1.负责静态感知算法研发和工程落地,包括并不限于数据、模型、评测以及线上问题跟进和解决。 2.设计并研发道路元素算法,包括但不限于车道线、路沿、停止线、路面标识、路口、人行道等;负责并研发规则算法(矢量化方法、时空关联跟踪融合方法)。 3.设计并研发无图静态感知算法,包括但不限于车道拓扑、多图源融合、长时空模型以及端到端的行车引导线。
包括英文材料
学历+
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/
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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
还有更多 •••