Computer Vision & Deep Learning Applications
Build systems and applications using advanced Computer Vision and Deep Learning techniques, and understand deployment using cloud-based services.
Course Code
DLAP
Type
Advanced
Available in
Python
Price
$499
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Official OpenCV Certification
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A glimpse of the topics covered
Course Topics
- Different face processing applications
- Facial Landmark Detection
- Application: Face Alignment
- Train a custom Facial Landmark Detector
- Face Averaging
- Face Morphing
- Application: Smile Detection
- Head Pose Estimation
- Face Swapping
- Application: Beard Filter
- Application: Aging Filter
- Non-linear Deformations for creating Filters
- Introduction to Face Recognition
- Eigen & Fisher Faces, Local Binary Patterns Histograms
- Face Recognition API in OpenCV
- Deep Learning-based Face Recognition
- Basics of Neural Networks
- The Keras Framework [Will be updated to PyTorch]
- Convolutional Neural Network for Image Classification
- Transfer Learning and Fine-tuning and Logging
- Object Detection overview
- YOLO Models for Object Detection [Will be updated to YOLOv8]
- YOLO-NAS [Will be added]
- RT-DETR [Will be added]
- The OCR Pipeline
- Graphic Text OCR using Tesseract
- Text Detection with EAST & CRAFT
- Automatic Number Plate Recognition
- OCR using Transformer OCR (TrOCR) [Will be added]
- Create a web application using Flask
- Deploy a web application on Heroku
- Deploy a web application on Google GCPÂ
Tool Kit










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
Student Pricing (30% Discount)
Special Program Pricing
Courses Offered
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
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
|
$799
GENAI
Dive deep into Stable Diffusion. Learn all the techniques of generating images, fine-tuning Stable Diffusion on your own images and even training a GPT language model.
Available in Python
|
$159
DLTK
Gain in-depth knowledge about Neural Networks, prepare datasets and study DeepNet architectures used for solving various Computer Vision problems.
Available in Python
|
$799
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
DLAP
Build systems and applications using advanced Computer Vision and Deep Learning techniques, and understand deployment using cloud-based services.
Available in Python
|
$499