$ USD
Aerial Image Segmentation with PyTorch
New York, United States
The Non-degree in Aerial Image Segmentation with PyTorch at Coursera Project Network is a program for international students taught in English.
📖 Introduction
The Coursera Project Network is a unique initiative within Coursera, a leading online learning platform founded in 2012. It is not a university, but rather a public, open-access platform that facilitates the creation and delivery of hands-on projects by experts and educators. The Coursera Project Network is distinguished by its focus on practical, project-based learning, enabling learners to apply their skills in real-world scenarios. This approach allows individuals to gain tangible, job-ready skills quickly and efficiently.
📚 About the Program
In this 2-hour project-based course, you will be able to :- Understand the Massachusetts Roads Segmentation Dataset and you will write a custom dataset class for Image-mask dataset. Additionally, you will apply segmentation domain augmentations to augment images as well as its masks. For image-mask augmentation you will use albumentation library. You will plot the image-Mask pair.- Load a pretrained state of the art convolutional neural network for segmentation problem(for e.g, Unet) using segmentation model pytorch library. - Create train function and evaluator function which will helpful to write training loop. Moreover, you will use training loop to train the model.- Finally, we will use best trained segementation model for inference.
🏫 About the University
The Coursera Project Network offers a wide range of guided projects across various domains, including business, technology, data science, and more. These projects are designed to be completed in a short time frame, typically a few hours, providing learners with a quick and immersive learning experience. Through step-by-step instructions and hands-on practice, participants can build confidence in their abilities and directly apply what they learn to their personal or professional pursuits. The Coursera Project Network empowers learners to bridge the gap between theoretical knowledge and practical application, making it a valuable resource for skill development and career advancement.
💰 Fees
Application Fee
$0 USD
$0 USD
Tuition Fee
$49 USD
$49 USD
per year
✅ Entry Requirements
All students from all countries are eligible to apply to this program.
📬 Admissions Process
1
Step 1
Choose programs
2
Step 2
Apply online
3
Step 3
Enroll
Application Fee
$0 USD
Service Fee
$0 USD
Tuition
49
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