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Machine Learning & Computer Vision

Kanji Ji

Trained a CNN in PyTorch to recognize handwritten kanji characters. Model serves as the recognition backbone for the Kanji Ji production app.

Screenshot of Kanji Ji

Technologies

  • Python
  • PyTorch
  • Streamlit
  • Pandas
  • NumPy
  • Scikit-learn

Main features

  • Convolutional neural network for handwritten kanji recognition
  • Trained in PyTorch on a labeled kanji dataset
  • Interactive Streamlit demo for live predictions
  • Serves as the recognition backbone of the Kanji Ji app