sign detection

this opencv app for live language sign detection

how the app work

• we gathered images with opencv through the webcam
• we labeled the data and augmented it with python modules
• we trained model for the job

how to run the app

• clone the repo

git clone repo 
cd repo 
pip install -r requirements.txt

• structure the project

python scripts/create_dirs.py

• capture the data

python scripts/capture.py

• label the data open the notebook and run the labelme cell to triger the api and you have to labels the images you select the resized_data/images dir and at the top left corner from the drop list select change output dir and select resized_data/labels and from the drop list click save automaticly after that from the next drop list select draw rectangle and start label your images

• split the data

python scripts/split.py 

• augment the data

python scripts/augment.py 

• train the model open the note book and run the cells to train the model

• detect through the webcam

python scripts/live-detection.py 

you will be able to detect some thing like that