安克创新视觉算法工程师
社招全职2年以上地点：深圳状态：招聘♡ 收藏
工作描述
岗位定位 负责门店「拿起即播」智能展桌系统的端侧视觉算法开发与 Android 部署。基于鱼眼摄像头，用图像处理 + 深度学习模型实时识别陈列产品（SKU/PN）与用户拿起/放下动作，在 RK3576/RK3588 等芯片上完成端侧 AI 推理，驱动屏幕在 300ms 内切换播放对应产品内容。 一、岗位职责 1. 视觉算法开发：负责图像采集、鱼眼畸变校正、预处理与 ROI 标定；基于 YOLO 等目标检测框架开发产品检测与 SKU 身份识别算法；构建「拿起/放下」状态机（融合产品位移、检测置信度、手部重叠率），覆盖多用户、晃动、快速连续切换等复杂场景。 2. 端侧部署优化：在 RK3576/RK3588 上完成模型量化、算子适配与 NPU 推理，保障拿起识别 300ms 内响应、…
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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/
Android+
https://roadmap.sh/android
Step by step guide to becoming an Android developer .
https://www.youtube.com/playlist?list=PLQkwcJG4YTCSVDhww92llY3CAnc_vUhsm
图像处理+
https://opencv.org/blog/computer-vision-and-image-processing/
This fascinating journey involves two key fields: Computer Vision and Image Processing.
https://www.geeksforgeeks.org/python/image-processing-in-python/
Image processing involves analyzing and modifying digital images using computer algorithms.
https://www.youtube.com/watch?v=kSqxn6zGE0c
In this Introduction to Image Processing with Python, kaggle grandmaster Rob Mulla shows how to work with image data in python!
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
Kotlin+
https://kotlinlang.org/docs/kotlin-tour-welcome.html
Quickly learn the essentials of the Kotlin programming language through our tours, which will take you from beginner to intermediate level.
https://learnxinyminutes.com/kotlin/
Kotlin is a statically typed programming language for the JVM, Android and the browser. It is 100% interoperable with Java.
https://www.youtube.com/watch?v=EExSSotojVI
In this full Kotlin course, you will learn the most popular programming language on Android and start building your own apps.
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
NDK+
https://developer.android.com/ndk/guides
The Native Development Kit (NDK) is a set of tools that allows you to use C and C++ code with Android.
https://www.youtube.com/watch?v=YvCRlJToCAg
While most Android apps are written in pure Java, Android's Native Development Kit (NDK) enables us to access code written in C/C++ via Java Native Interface (JNI).
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