Multi-Class Semantic Image Segmentation with Keras in Python
Deep Learning-Based Image Segmentation for Computer Vision with Keras and TensorFlow in Google Colab Platform : Hands-on
Bullstrack
Multi-Class Semantic Image Segmentation with Keras in Python udemy course
Deep Learning-Based Image Segmentation for Computer Vision with Keras and TensorFlow in Google Colab Platform : Hands-on
What you'll learn:
Mastering Image Segmentation with PyTorch
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implement multi-class semantic segmentation with PyTorch on a real-world dataset
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get familiar with different architectures like UNet, FPN
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understand the theoretical background, e.g. on upsampling, loss functions, evaluation metrics
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perform data preparation to reshape inputs to the appropriate format
Requirements:
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Basic Python knowledge
Description:
Welcome to the "Multi-Class Semantic Image Segmentation with Keras in Python" course. In this project, you will learn to build a multi-class image segmentation deep-learning model in Keras with a TensorFlow backend from scratch. You will learn to train the model using the image dataset and perform multi-class image segmentation. By the end of this course, you could build and train the deep learning multi-class image segmentation model. After that, you will also be able to use the trained model to predict segmented masks on new images and visualise them. Please note that you don't need a high-powered workstation to learn this exciting course. We will carry out the entire project in the Google Colab environment and Google Drive, which is free. You only need an internet connection and a free Gmail account to complete this course. This is a practical course, we will focus on Python programming, and you will understand every part of the program very well. The multi-class image segmentation course applies to many industries, especially the autonomous industry, healthcare, aerial imagery, geo-sensing, precision agriculture, etc. You can add this project to your portfolio, which is essential for your following job interview. This course is designed most straightforwardly to utilise your time wisely.
Happy learning.
Who this course is for:
- Beginners starting out to the field of Deep Learning
- Industry professionals and aspiring data scientists
- People who want to know how to write their image segmentation code
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Course Details:
- 1 hour on-demand video
- 1 downloadable resource
- Access on mobile and TV
- Full lifetime access
- Certificate of completion
Multi-Class Semantic Image Segmentation with Keras in Python udemy free download
Deep Learning-Based Image Segmentation for Computer Vision with Keras and TensorFlow in Google Colab Platform : Hands-on
Demo Link: https://www.udemy.com/course/imagesegmentation/
