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mahnoorsheikh16 / Sketchify-A-Quick-Draw-drawing-classifier

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Implementation of a sketch‐recognition pipeline inspired by Google’s Quick, Draw!. Includes data preprocessing and feature‐engineering scripts, three Bayesian classifiers alongside Logistic Regression, SVM, K-NN and XGBoost baselines, and an RNN model.

pca-analysis logistic-regression feature-engineering svm-classifier knn-classification sequential-forward-selection bayesian-classifier rnn-pytorch kfold-cross-validation multivariate-gaussian-distribution linear-discriminant-analysis-lda gaussian-naive-bayes matplotlib-pyplot seaborn-plots parzen-window xgboost-classifier drawing-classification tsne-visualization google-quick-draw spherical-gaussian-kernel
  • Updated May 12, 2025
  • Jupyter Notebook

slxppin / Sketchify-A-Quick-Draw-drawing-classifier

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Sketchify-A-Quick-Draw is a drawing classifier that uses machine learning to recognize hand-drawn sketches. It helps users identify and categorize their artwork quickly, making it a useful tool for artists and hobbyists alike.

pca-analysis logistic-regression sequential-forward-selection bayesian-classifier multivariate-gaussian-distribution linear-discriminant-analysis-lda gaussian-naive-bayes matplotlib-pyplot parzen-window xgboost-classifier drawing-classification tsne-visualization google-quick-draw spherical-gaussian-kernel
  • Updated Jun 2, 2025

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