SIGNify is an AI-powered app for the hearing impaired, as part of the National AI Student Challenge 2023. SIGNify is free and utilises cutting-edge technology for real-time ASL-to-text translation, grammatical correction, and sentiment analysis. Our goal is to make a positive impact on the hearing impaired community.
https://www.youtube.com/watch?v=ncwKXnMxhLA
American Sign Language (ASL) is the primary form of communication for individuals who are deaf and hard of hearing (D&M). This is because their only communication-related disability is an inability to use spoken language, and thus they rely solely on sign language to communicate.
The main focus of this project is to create a model that can accurately recognize hand gestures used in fingerspelling, with the ultimate goal of forming complete words by combining each individual gesture.
The gestures that were trained for this project are depicted in the image provided below.
Here is a short demonstration of tha application:
1.Lastest pip -> pip install --upgrade pip
2.opencv -> pip install opencv-python
3.tkinter -> pip install tk
4.customtinkter -> pip install customtkinter
5.opencv -> pip install opencv-python
6.numpy -> pip install numpy
7.os-sys -> pip install os-sys
8.happytransformer -> pip install happytransformer
9.sgnlp -> pip install sgnlp
10.tensorFlow -> pip install tensorflow
11.peekingduck -> pip install peekingduck
12.pyttsx3 -> pip install pyttsx3
13.gTTS -> pip install gTTS
14.playsound -> pip install playsound
15.speechRecognition -> pip3 install SpeechRecognition pydub
16.rapid automatic keyword extraction algorithm -> pip install rake-nltk
17.natural language toolkit -> pip install nltkpython /path/to/the/Root.py