Coding For Facial Recognition and Environment Knowledge
| Assignee |  Jhhspace |
|---|---|
| Status | Not started |
| Summary | This document outlines the coding tasks for different skill levels related to virtual environments, facial recognition, interactive learning, data analysis, collaboration, and continuous improvement. Tasks include implementing facial recognition systems, developing user interfaces, analyzing facial expression data, integrating feedback mechanisms, and creating update frameworks for knowledge enhancement. |
 Project |  AI Catgirl Companion |
| Priority | Low |
 Tags | CodingResearch |
Pre-requisite:
Understanding of Virtual Environments:
- Familiarity with virtual reality (VR) or augmented reality (AR) environments.
- Use the PICO 4 for VR Familiarity
- Use the iPhone 15 Pro Max for AR Familiarity
- Knowledge of platforms or frameworks for creating and navigating virtual spaces.
Basic:
Digital Facial Recognition Basics:
- Language: Python (using libraries like OpenCV and dlib).
- Tasks:
- Implement a basic facial recognition system to detect and identify facial features.
- Understand and extract basic facial expressions.
Intermediate:
- Interactive Learning with Users:
- Language: JavaScript (for web interactivity) or Python (for backend), or both.
- Tasks:
- Develop a user interface for interacting with Coco.
- Implement real-time feedback based on user facial expressions.
- Data Analysis and Pattern Recognition:
- Language: Python (using machine learning libraries like scikit-learn or TensorFlow).
- Tasks:
- Analyze facial expression data to identify patterns and correlations.
- Implement machine learning models for facial emotion recognition.
Hard:
- Collaboration and Feedback Integration:
- Language: Python (for backend) and JavaScript (for frontend).
- Tasks:
- Integrate a feedback mechanism within the user interface.
- Implement systems for users to provide feedback on Coco's responses.
- Continuous Improvement Framework:
- Language: Python (for backend) and possibly other languages for specific tasks.
- Tasks:
- Develop an update framework for Coco's knowledge base.
- Schedule regular learning sessions and updates to enhance her understanding of facial expressions over time.
Bugs:
NIL
