Computer Vision & Deep Learning Applications

Build systems and applications using advanced Computer Vision and Deep Learning techniques, and understand deployment using cloud-based services.

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Course Code
DLAP

Type
Advanced

Available in
Python

Price
$499

Prerequisites: A good understanding of Computer Vision required
(Courses are (a little) oversubscribed and we apologize for your enrollment delay. As an apology, you will receive a 20% discount on all waitlist course purchases. The current wait time will be sent to you in the confirmation email.)
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A glimpse of the topics covered

Course Topics

  1. Different face processing applications
  2. Facial Landmark Detection
  3. Application: Face Alignment
  4. Train a custom Facial Landmark Detector
  1. Face Averaging
  2. Face Morphing
  3. Application: Smile Detection
  4. Head Pose Estimation
  1. Face Swapping
  2. Application: Beard Filter
  3. Application: Aging Filter
  4. Non-linear Deformations for creating Filters
  1. Introduction to Face Recognition
  2. Eigen & Fisher Faces, Local Binary Patterns Histograms
  3. Face Recognition API in OpenCV
  4. Deep Learning-based Face Recognition
  1. Basics of Neural Networks
  2. The Keras Framework [Will be updated to PyTorch]
  3. Convolutional Neural Network for Image Classification
  4. Transfer Learning and Fine-tuning and Logging
  1. Object Detection overview
  2. YOLO Models for Object Detection [Will be updated to YOLOv8]
  3. YOLO-NAS [Will be added]
  4. RT-DETR [Will be added]
  1. The OCR Pipeline
  2. Graphic Text OCR using Tesseract
  3. Text Detection with EAST & CRAFT
  4. Automatic Number Plate Recognition
  5. OCR using Transformer OCR (TrOCR) [Will be added]
  1. Create a web application using Flask
  2. Deploy a web application on Heroku
  3. Deploy a web application on Google GCP 

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

Program 1
CVDL Essentials

$629

$899

Program 2
CVDL Professional

$839

$1,199

Program 3
CVDL Expert

$1,189

$1,699

Program 4
CVDL Master

$1,399

$1,999

Program 1
CVDL
Essentials
$629
$899
Program 2
CVDL
Professional
$839
$1,199
Program 3
CVDL
Expert
$1189
$1,699
Program 4
CVDL
Master
$1399
$1,999
MOCV - Mastering OpenCV with Python - $149
CVIP - Fundamentals of CV & IP - (Python & C++) - $499
DLPT - Deep Learning With PyTorch - $799
DLTK - DL with TensorFlow & Keras -$799
DLAP - CV & DL Applications - $499
GENAI - Mastering Generative AI for Art - $159

Courses Offered

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