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An image recognition pipeline that performs allows a user to interact with their computer purely through gestures

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High-level Gesture Detection Project

Description

As of ...
April 9, 2022: A program that is capable of detecting hand gestures, and performing tasks based on specific gestures

Requirements

  • Library for hand gesture detection -> OpenCV, MediaPipe
  • Library for real-time gesture categorization -> PyTorch
  • Datasets to train PyTorch Neural Networks -> Kaggle, Science Direct, Mendeley Data

Developer Tasks

As of ..
April 19, 2022

  1. Find datasets for: Hand-Gesture; Body-Gesture;
  2. Determine how interface will be implemented: GUI? Command line?
  3. Determine the architecture of the program: Modular? Hierarchical?
  4. Determine licensing: FreeBSD? MIT?

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An image recognition pipeline that performs allows a user to interact with their computer purely through gestures

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