Learners will be able to implement real-time hand gesture recognition systems, apply OpenCV-based image processing techniques, develop robust hand segmentation logic, and automate browser actions using gesture-driven control. This course is designed to help learners progress from foundational computer vision concepts to a fully functional, end-to-end gesture-controlled application.

您将学到什么
Build a real-time hand gesture recognition system using OpenCV and Python.
Apply image preprocessing, contour detection, and convex hull analysis for hand segmentation.
Integrate gesture recognition with browser automation for interactive control applications.
您将获得的技能
要了解的详细信息

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11 项作业
February 2026
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该课程共有3个模块
This module introduces learners to the overall hand gesture recognition project using OpenCV and establishes the foundational skills required to begin development. Learners set up the development environment, understand the project workflow, and implement core image processing techniques such as image loading, preprocessing, thresholding, and contour detection. By the end of this module, learners will be prepared to build reliable computer vision pipelines for real-time applications.
涵盖的内容
6个视频4个作业
This module focuses on the core computer vision logic required for accurate hand detection and segmentation. Learners develop background modeling techniques, implement multi-stage hand segmentation functions, and refine results using contour analysis, convex hulls, and defect detection. The module emphasizes accuracy, consistency, and robustness in real-time gesture recognition systems.
涵盖的内容
11个视频4个作业
This module integrates all previously developed components into a complete, executable system. Learners manage function execution flow, validate gestures, and map recognized gestures to browser automation actions. The module concludes with demonstrating the final working system and validating end-to-end functionality in a real-world use case.
涵盖的内容
6个视频3个作业
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