This web application utilizes machine learning to recognize Katakana characters drawn on a canvas. Users can directly interact with the application by sketching a Katakana character, and the system will analyze the drawing and display the top 5 most likely predictions.
Technologies:
- Machine Learning Framework: TensorFlow
- Backend Framework: Python (FastAPI)
- Frontend Framework: React
Model Training:
The Katakana recognition model was trained on a own custom dataset of Katakana images.
GUI:
