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