Artificial Intelligence (AI) for image classification utilizes machine learning methods particularly, Convolutional Neural Networks (CNNs) to recognize and classify objects in an image. The process begins with a labeled dataset, like a folder of images containing various animals or objects and pre-processing those images, such as rescaling them all to the same size, normalizing them, and augmenting them to create a better dataset for training the model. Models like TensorFlow and PyTorch can be utilized to create a neural network, and they enable learning of the patterns and features from those images. Once trained, the model will classify new images at an incredible accuracy rate.
Signing up for an Artificial Intelligence Course in Pune will help you get started with image classification and other concepts of AI. These courses usually include some practical exercises using real datasets, and will allow learners to implement their classification task from scratch by developing it from Python and a deep learning framework.
Also, if you pursue a complete Artificial Intelligence Training in Pune, you will go beyond an introduction to basic aspects and you will learn about advanced topics such as transfer learning, hyperparameter tuning, and also evaluation techniques. This training is perfect for students and professionals that wish to implement computer vision using AI in their projects. Once you have mastered these areas, you will be able to develop a real-world problem which will utilize the new AI-powered image classification systems in sectors such as retail, security, healthcare, etc.