Enroll Course: https://www.udemy.com/course/deeplearning-classification-dimages-avec-tensorflow/
Are you fascinated by the incredible advancements in Artificial Intelligence, particularly in how machines can ‘see’ and interpret images? If so, then the “Python & Deep Learning & IA: reconnaissance d’images” course on Udemy is an absolute must-have for your learning journey.
This comprehensive course dives deep into the world of computer vision, equipping you with the theoretical knowledge and practical skills to classify images effectively. The instructor meticulously guides you through the core concepts of deep learning, neural networks, and the crucial Convolutional Neural Networks (CNNs) that power modern image recognition.
The real strength of this course lies in its hands-on approach. You’ll not only grasp the underlying principles but also build tangible projects. The first project involves coding a perceptron from scratch, without relying on frameworks like TensorFlow. This foundational exercise demystifies how deep learning models truly function, offering an invaluable learning experience.
Next, you’ll tackle a multi-class image classification challenge using the Fashion-MNIST dataset. Here, you’ll leverage TensorFlow and Keras to build CNNs capable of classifying fashion items into 10 distinct categories, achieving an impressive 96% accuracy! This project provides a practical understanding of applying deep learning to real-world classification tasks.
The third major project focuses on binary image classification, distinguishing between cats and dogs using a dataset of 3000 images. This section introduces essential techniques such as image augmentation and transfer learning, further enhancing your skillset and providing you with powerful tools to improve model performance.
Upon completing this course, you’ll possess the confidence and ability to classify virtually any image category. More importantly, you’ll have a solid foundation to explore other exciting computer vision applications like facial recognition, emotion detection, and much more. If you’re serious about venturing into the field of AI and computer vision, this Udemy course is an exceptional investment in your future.
Enroll Course: https://www.udemy.com/course/deeplearning-classification-dimages-avec-tensorflow/