Arduino Sign Language (ASL) - cmubuild18/Build18 GitHub Wiki
Arduino Sign Language (ASL)
Ever wanted to be able to convert someone signing in ASL to characters. With Arduino Sign Language, you can!
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This project allows for people who do not understand American Sign Language themselves to read what someone who is signing is trying to say. The project consists of a glove with multiple sensors on it to detect the different positions of the hand along with the movement that it is doing. Flex resistors were attached to each finger and could sense how curled the finger is. An IMU (gyroscope/accelerometer) was connected to the top of the palm to detect movement. The data was collected for each letter into a CSV file then fed into a TensorFlow neural net as training. The model was exported after training then it was used to predict the new data from the sensors when actually using the project. The model was able to achieve around 90% accuracy in validation data.
Team Members
| Team Member | Photo |
|---|---|
| Andrew Cuonzo | |
| Liam Merino | |
| Sebastian Garcia |
Photos
https://drive.google.com/drive/folders/1yURA90kojs_yMYNYlWWKNF3bI4FhsVfs?usp=sharing