Fundamentals Of Computer Vision & Image Processing
Build a solid understanding of OpenCV tools used for Image Processing, Computer Vision, and Video Processing, and lay a strong foundation for solving Computer Vision problems.
Course Code
CVIP
Type
Foundational
Available in
Python & C++
Price
$499
Lifetime Access
Official OpenCV Certification
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30-Day Money-Back Guarantee
A glimpse of the topics covered
Course Topics
- Introduction to Computer Vision
- Introduction to Digital Images
- Basic Image operations
- Mathematical operations on images
- Video Read-Write using HighGUI
- Using KeyBoard and Mouse as Inputs
- Using TrackbarsÂ
- Annotating Images with Text and Boxes
- Image Thresholding
- Morphological Operations like Erosion & Dilation
- Contour Analysis
- Blob Detection
- Color Spaces and Transforms
- Histogram Equalization
- Image filtering & Convolution
- Image Smoothing & Edge Detection
- Hough Transforms for Line and Circle Detection
- High Dynamic Range Imaging
- Seamless Cloning
- Image Inpainting
- Affine Transforms & Homography
- Feature matching using RANSAC
- Finding Objects using Feature Matching
- Application: Image Alignment and Creating Panoramas
- Image Segmentation using GrabCut
- Image Classification using HoG and SVM
- Object Detection using Haar Cascades
- Pedestrian Detection
- Motion Sstimation using Optical Flow
- Video Stabilization
- Object Tracking
- Multi Object Tracking in OpenCV
- Image Classification using Caffe and TensorFlow
- Object Detection with SSD and YOLO
- Face Detection using SSD
- Human Pose Sstimation using OpenPose
- Selfie Application with Instagram Filters
- Object Detection & Tracking Integration
- Document Scanner using Homography
- Implementing Chroma Keying
Tool Kit
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Testimonials
Certificates
To receive a Certificate of Completion from OpenCV.org, you need to complete the graded quizzes + assignments + projects, with more than 50% marks and within 6 months of enrolling in the course.
Graduation Certificate
Certificate of Completion
You will receive a Certificate of Excellence if you score more than 70% marks on the graded quizzes + assignments + projects within 6 months of enrolling in the course.
Honor Certificate
Certificate of Excellence
This course is available as part of the following Programs
Course
Mastering OpenCV with
Python (Python) - $149
Fundamentals of Computer
Vision & Image Processing
(Python or C++) - $499
Deep Learning with
PyTorch (Python) - $799
Deep Learning with TensorFlow & Keras (Python) - $799
Computer Vision & Deep Learning Applications (Python) - $499
Mastering Generative AI
for Art (Python) - $159
Standard Retail
Summer Sale Pricing
Special Pricing
Student Pricing (30% Discount)
Program 1
CVDL Essentials
$948 Original price was: $948.$899Current price is: $899.
Program 2
CVDL
Professional
$1,447 Original price was: $1,447.$1,199Current price is: $1,199.
Program 3
CVDL
Expert
$2,097 Original price was: $2,097.$1,599Current price is: $1,599.
Program 4
CVDL
Master
$2,904 Original price was: $2,904.$1,999Current price is: $1,999.
Essentials
Professional
Expert
Master
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Build a solid understanding of OpenCV tools used for Image Processing, Computer Vision, and Video Processing, and lay a strong foundation for solving Computer Vision problems.
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CVIP
Build a solid understanding of OpenCV tools used for Image Processing, Computer Vision, and Video Processing, and lay a strong foundation for solving Computer Vision problems.
Available in Python & C++
|
$499
MOCV
Start your AI journey by learning the fundamentals of Image Processing and Computer Vision through 21 modules, video instructions, code explanations, and example applications.
Available in Python
|
$149
DLAP
Build systems and applications using advanced Computer Vision and Deep Learning techniques, and understand deployment using cloud-based services.
Available in Python
|
$499
DLTK
Gain in-depth knowledge about Neural Networks, prepare datasets and study DeepNet architectures used for solving various Computer Vision problems.
Available in Python
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$799
DLPT
Start solving Computer Vision problems using Deep Learning techniques and the PyTorch framework. Dive into the architecture of Neural Networks, and learn how to train and deploy them on the cloud.
Available in Python
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$799