Udemy – Mastering Image Segmentation with PyTorch

Udemy – Mastering Image Segmentation with PyTorch
English | Tutorial | Size: 2.17 GB

Master the art of image segmentation with PyTorch with hands-on training and real-world projects

Welcome to “Mastering Image Segmentation with PyTorch”! In this course, you will learn everything you need to know to get started with image segmentation using PyTorch.

Image segmentation is a key technology in the field of computer vision, which enables computers to understand the content of an image at a pixel level. It has numerous applications, including autonomous vehicles, medical imaging, and augmented reality.

This course is designed for both beginners and experts in the field of computer vision. If you are a beginner, we will start with the basics of PyTorch and how to use it for simple modeling. Then, you will learn how to implement popular semantic segmentation models such as FPN or U-Net.

By the end of this course, you will have the skills and knowledge to tackle real-world semantic segmentation projects using PyTorch.

So why wait? Join me today and take the first step towards mastering image segmentation with PyTorch!

In my course I will teach you:

Tensor handling

creation and specific features of tensors

automatic gradient calculation (autograd)

Modeling introduction, incl.

Linear Regression from scratch

understanding PyTorch model training

Batches

Datasets and Dataloaders

Hyperparameter Tuning

saving and loading models

Convolutional Neural Networks

CNN theory

layer dimension calculation

image transformations

Semantic Segmentation

Architecture

Upsampling

Loss Functions

Evaluation Metrics

Train a Semantic Segmentation Model on a custom Dataset

Enroll right now to learn some of the coolest techniques and boost your career with your new skills.

Best regards,

Bert

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