jekjeki/signfinity_finish

Signfinity is an application that can help deaf and mute people with disabilities to communicate with other people. In addition, Signfinity provides a dataset collection tool that allows users to create various languages ​​without limitations. Signfinity also provides graph and table features so you can analyze the machine learning and deep learning training models that have been created. Signfinity provides various algorithms such as Random Forest, Decision Tree, K-Nearest Neighbors, Support Vector Machine, Naive Bayes, Convolutional Neural Network, and training models from Azure Machine Learning (coming soon).

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We recommend using python 3.8.10 and pip 24.0 to be able to download all the appropriate dependencies.

python -m venv venv

python venv\Scripts\activate

python --version (output: python 3.8.10)

pip --version (output: pip 24.0)

pip install -r requirements.txt

python app.py

Just ignore any warnings that appear, and it should run fine.

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Home Page:

Dataset Page:

Training Page:

Translate Page:

History Page:

About Us Page:

Setting Page:

Dark Mode:

Light Mode:

You can also change the color of the application widget:

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Enjoy:)