Real-Time Camera Image Classifier using Machine Learning is a Python-based application that allows users to classify images captured from their webcam. The application leverages a simple machine learning model (LinearSVC) to categorize images into two predefined classes. The GUI is built using Tkinter, and OpenCV is used to handle the webcam input.
-
Real-time Webcam Capture: The application captures images in real time using your computer's webcam.
-
Image Classification: Classify images into two user-defined categories using a trained SVM model.
-
Automatic Prediction: An optional auto-prediction mode that continuously classifies the webcam feed in real-time.
-
Reset Functionality: Easily reset the model and start a new classification session.
-
GUI with Tkinter: A user-friendly graphical interface for easy interaction with the application.