From the course: Deep Learning and Computer Vision: Object Detection with PyTorch

Course welcome

- [Prateek] Ever wonder how computers identify objects in images and videos? Deep learning has transformed computer vision, powering everything from self-driving cars to realistic face generation. This course is your gateway to mastering deep learning for computer vision with PyTorch. You will learn to build and train deep learning models and process image data and implement object detection techniques using tools like YOLO and Faster R-CNN. You will also discover how to optimize models for enhanced accuracy and deploy them in cloud environments, such as GitHub Codespaces. I'm Prateek Sawhney, an AI researcher and machine learning enthusiast. I invite you to join me on this journey into deep learning for computer vision. Let's get started.

Contents