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GitHub topics: spherical-gaussian-kernel

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

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.

Size: 290 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

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

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.

Language: Jupyter Notebook - Size: 7.8 MB - Last synced at: 24 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

Related Keywords
bayesian-classifier 2 drawing-classification 2 gaussian-naive-bayes 2 google-quick-draw 2 linear-discriminant-analysis-lda 2 logistic-regression 2 matplotlib-pyplot 2 multivariate-gaussian-distribution 2 parzen-window 2 pca-analysis 2 sequential-forward-selection 2 spherical-gaussian-kernel 2 tsne-visualization 2 xgboost-classifier 2 feature-engineering 1 kfold-cross-validation 1 knn-classification 1 rnn-pytorch 1 seaborn-plots 1 svm-classifier 1