Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.
In this course, you'll use PyTorch to discover image classification, object recognition, segmentation, and image generation. You'll work with both binary and multi-class image classification models, utilize pre-trained models for deep learning tasks, and master object detection with bounding boxes. Additionally, you'll delve into image segmentation, including semantic, instance, and panoptic types, with real-world applications. Finally, you'll explore Generative Adversarial Networks (GANs) and learn to assess the quality and diversity of the generated images.
In this course, you'll use PyTorch to discover image classification, object recognition, segmentation, and image generation. You'll work with both binary and multi-class image classification models, utilize pre-trained models for deep learning tasks, and master object detection with bounding boxes. Additionally, you'll delve into image segmentation, including semantic, instance, and panoptic types, with real-world applications. Finally, you'll explore Generative Adversarial Networks (GANs) and learn to assess the quality and diversity of the generated images.
