Free download » Free download video courses » IT and Programming » Mastering Image Segmentation with PyTorch
  |   view 👀:35   |   🙍   |   redaktor: Baturi   |   Rating👍:

Mastering Image Segmentation with PyTorch

Mastering Image Segmentation with PyTorch
Published 1/2023
Created by Bert Gollnick
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 44 Lectures ( 5h 1m ) | Size: 2.2 GB


Master the art of image segmentation with PyTorch with hands-on training and real-world projects
What you'll learn
implement multi-class semantic segmentation with PyTorch on a real-world dataset
get familiar with different architectures like UNet, FPN
understand theoretical background, e.g. on upsampling, loss functions, evaluation metrics
perform data preparation to reshape inputs to appropriate format
Requirements
Basic Python knowledge
Description
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 handlingcreation and specific features of tensorsautomatic gradient calculation (autograd)Modeling introduction, incl. Linear Regression from scratchunderstanding PyTorch model trainingBatchesDatasets and DataloadersHyperparameter Tuningsaving and loading modelsConvolutional Neural NetworksCNN theorylayer dimension calculationimage transformationsSemantic SegmentationArchitectureUpsamplingLoss FunctionsEvaluation MetricsTrain a Semantic Segmentation Model on a custom DatasetEnroll right now to learn some of the coolest techniques and boost your career with your new skills.Best regards,Bert
Who this course is for
Developers who want to understand and implement Image Segmentation
Data Scientists who want to broaden their scope of Deep Learning techniques
Homepage
https://www.udemy.com/course/mastering-image-segmentation-with-pytorch/




Please Help Me Click Connect Icon Below Here and Share News to Social Network | Thanks you !
| IT and Programming «Free Download - OneDDL»

In today's era of digital learning, access to high-quality educational resources has become more accessible than ever, with a plethora of platforms offering free download video courses in various disciplines. One of the most sought-after categories among learners is the skillshar free video editing course, which provides aspiring creators with the tools and techniques needed to master the art of video production. These courses cover everything from basic editing principles to advanced techniques, empowering individuals to unleash their creativity and produce professional-quality content.

Comments (0)

Information
Users of Guests are not allowed to comment this publication.