U-Net Segmentation
Specialization Course
Become an End-to-End U-Net Segmentation specialist in just 4 Weeks!
ENROLL IN COURSEU-Net is Popular
According to Papers with Code.
Presenting..
U-Net Segmentation Specialization
Become a U-Net Object Segmentation Specialist in just 4 Weeks.
- Introduction - U-Net Architecture Implementation
- Training - U-Net data processing and augmentation.
- Inference - Data loading, prediction, and evaluation.
- Advanced Topics - ResNet50, MobileNet V2, CBAM.
- Apps - Brain Tumor, Polyp, Road pothole segmentation, and more!
"If you want to Develop Object Segmentation Apps,
then this course is just for you!"
10 Hours+ Content
Code + Datasets
Beginner Friendly
Lifetime Access
Curriculum
Module 1
Introduction & Theory
- What is Semantic Segmentation?
- What is U-Net?
- Effectiveness of U-Net
- Architecture Comparison
- Performance Comparison
- Why U-Net?
Module 2
U-Net Implementation
- Going through the research paper
- Encoder block implementation
- Decoder block implementation
- UNET Model
- Ubuntu
- Colab
Module 3
Dataset
- Dataset sources
- Where to find Standard Dataset
- Creating Dataset
- Collecting Images
- Annotation
- Dataset Management
- How to deal with faulty images in the dataset?
- Cleaning Datasets
- Places to store the dataset(cloud options)
Module 4
Training
- The process of training UNET
- Dataset processing
- Data augmentation
- UNET Model
- Training
- Ubuntu
- Colab
Module 5
Evaluation & Deployment
- Loading the model
- Loading the test dataset
- Predicting the mask
- Evaluating the predicted mask
- F1
- mIoU
- Precision, Recall, & Accuracy
- Calculating FPS
Module 6
Advanced Topics
- Transfer Learning on UNET
- Attention mechanism in UNET
- Convert Mask to the bounding box
- UNET for object detection
- Counting objects using UNET
App 1
Human Image Segmentation
App 2
Background Removal
App 3
Blur Background
App 4
Face Privacy Blurring
App 5
Hair Color Changer
App 6
PolyP Segmentation
App 7
Cell Nuclei Segmentation
Bonuses
Certification
Once you complete the course, you will graduate with an Official Certificate embedded with a unique ID that you can share on LinkedIn.
Your Instructors
Ritesh Kanjee
-
100k+ Subscribers YouTube
-
71k Students Augmented Startups
-
M(Eng.) Electronic University of Joburg
-
10k Followers LinkedIn
Pricing
Price Increasing to $329 in:
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DAYS
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HOURS
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MINS
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SECS
It will cost you:
$5900+
Without this Course, to hire a developer to develop an end-to-end U-Net Segmentation for you. That is 73+ hours at $40 per hour.
$319[$974]
By enrolling in this course, you save thousands of dollars and you are able to develop custom model for your own clients.
Computer Vision Engineers Earn an Average Annual Salary of over $100k
According to PayScale.
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