Skip to content

An application that takes in user drawn letter as input and predicts the letter displayed in probability bar chart form.

License

Notifications You must be signed in to change notification settings

stevenhastings/canvasClassifier

Repository files navigation

Handwritten Letters Classifier

Model (PyTorch) + Web App (Streamlit) for the EMNIST letters dataset containing 145,600 images across 26 classes.

How To Run The Web App

  1. Clone the repository with https://github.com/gitHasty-0321/canvasClassifier.git
  2. To install - pip install -r requirements.txt
  3. To install all deps separately - pip install streamlit streamlit-drawable-canvas torch torchvision
  4. To run the app on http://localhost:8501 run streamlit run app/app.py
Handwritten.Letters.Classifier.-.Google.Chrome.2022-07-01.15-59-44_Trim.mp4

About

An application that takes in user drawn letter as input and predicts the letter displayed in probability bar chart form.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages