This project is about a sign language recognition model using Python.
The project is still in development, see below for the list of planned steps and their completion status:
- Detect Face, Hand and Pose Landmarks
- Extract Keypoints
- Setup Folders for Data Collection
- Collect Keypoint Sequences
- Preprocess Data and Create Labels
- Build and Train an LSTM Deep Learning Model
- Make Sign Language PredictionsCancel changes
- Improve Precision
To run the project, use:
<git clone https://github.com/LucasEloi13/TLIBRAS.git>
and
<!pip install tensorflow==2.4.1 tensorflow-gpu==2.4.1 opencv-python mediapipe sklearn matplotlib>
to install the dependencies (the python version used was 3.7).