This project aims to build a GUI for custom drawing classifier, which user can input their own classes and provide examples of classes to predict further custom drawings. Prediction model rotates between LinearSVC, GaussianNB, DecisionTreeClassifier, KNeighborsClassifier, RandomForestClassifier, and, LogisticRegression.
It has brush increase & decrease features, as well as rotating between models. Further, models can be saved for further use and loaded.
Python libraries I have used in this project:
pickle, tkinter, numpy, cv2, PIL, sklearn