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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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[GSSOC'23] Creation of Facial Expression to Emoji Converter #680

Open sahaycodes opened 11 months ago

sahaycodes commented 11 months ago

Is your feature request related to a problem? Please describe.

In this project, I would like to explore Deep Learning with Python in addition to GUI creation with Tkinter Collecting the appropriate Dataset for emotion detection , adding the concepts of neural networks to ease out the process.

Dataset:- https://www.kaggle.com/datasets/msambare/fer2013

Describe the solution you'd like

A clear and concise description of any alternative solutions or features you've considered.

1.Importing the necessary python libraries 2.Processing the Emotion Dataset

  1. Using the concepts of Deep Learning (- Neural Networks)
  2. Avatar Creation
  3. Tkinter GUI Creation
  4. Output - Creation of a Facial Expression to Emoji Avatar Converter

Describe alternatives you've considered

No response

Additional context

Kindly assign me this issue under GSSOC'23 .

Code of Conduct

sahaycodes commented 11 months ago

@khusheekapoor, Kindly assign me this issue

khusheekapoor commented 11 months ago

@sahaycodes - you can go ahead! We are assigning you 21 days for this project, after which it will be assigned to someone else if not completed. All the best! Name the file as: algorithm_dataset.ipynb and link it in the readme of the labeled directory as algorithm - dataset.