brianincmu/nimble-client repository overview

Functionality

nimble-client is the client-side application that receives real-time video streams from the nimble-server and processes the images locally to detect and track the ball in the video. This client displays the processed video and can send user interactions or other relevant data back to the server.

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Technology Stack

Python: The primary language for development.

aiortc: Implements the WebRTC client functionalities to receive and render video streams.

OpenCV: Used for image analysis and processing, such as color detection and object tracking.

WebSocket: Manages signaling exchanges with the server.

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Design Goals

User-Friendly: Features a clean and straightforward interface that is easy to navigate. Low Resource Consumption: Efficiently runs on a variety of devices without excessively consuming system resources. Real-Time Response: Processes and responds to server data swiftly to ensure a smooth user experience.

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Use Cases

Real-Time Data Analysis: Suitable for real-time analysis of video data, providing immediate feedback.

Interactive Applications: Useful for applications requiring user interaction, such as remote controls and interactive learning.

Multimedia Processing: Applicable to multimedia content creation and editing, offering real-time video editing capabilities.