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Overview
Master Image Classification with CNN on CIFAR-10 dataset: A Deep Learning Project for Beginners using Python What you'll learn: Understand the fundamentals of Convolutional Neural Networks (CNNs)Learn how to preprocess image data for deep learning tasks Implement a CNN model architecture for image classification from scratch Train and evaluate CNN models using the CIFAR-10 dataset Learn how to implement Hyperparameter Tunning within a CNN model architecture Gain practical experience in building and deploying image classification models Add this as a...
Syllabus
- Introduction to the Course
- Fundamentals of CNN and Overview of the Dataset
- Image classification using custom CNN Model on CIFAR-10 Dataset
- Image classification using custom CNN Model with Hyperparameter Tunning
- Assignment: Image classification using LeNet-5 CNN Model on CIFAR-10 Dataset
Instructor
Dr. Raj Gaurav Mishra
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