Computer Vision Engineer Certification Program (CVEC)

• $115,000: The average salary of a Computer Vision Engineer in the United States.
• 48,000+: Job postings in Computer Vision across the USA.
• 30% Growth by 2030: The field is experiencing rapid expansion, driven by the adoption of AI-powered vision systems across various sectors.

• Computer Vision Engineer
• Deep Learning Engineer
• AI Vision SpecialistThe U.S. Bureau of Labor Statistics anticipates a 31% growth in vision engineering roles over the next decade, driven by the increasing adoption of vision-based AI systems.

• Understanding Digital Image Fundamentals
• Image Representation and Transformation Techniques
• Feature Extraction Techniques: Edge Detection, HOG, and SIFT

• Image Filtering, Smoothing, and Morphological Operations
• Histogram Equalization and Contrast Enhancement
• Working with OpenCV and Scikit-Image Libraries

• Convolutional Neural Networks (CNNs): VGG, ResNet, and Inception
• Advanced CNN Architectures: DenseNet, MobileNet, EfficientNet
• Object Detection Models: YOLO, Faster R-CNN, SSD

• Understanding 3D Vision: Depth Estimation and Stereo Vision
• Structure from Motion (SfM) and Visual Odometry
• Simultaneous Localization and Mapping (SLAM) Techniques

• Video Analysis and Activity Recognition
• Real-Time Object Detection and Tracking
• Face Recognition and Emotion Detection Systems

• Introduction to GANs: StyleGAN, CycleGAN, Pix2Pix
• Image Synthesis and Style Transfer
• Implementing Image-to-Image Translation Models

• Case Studies in Healthcare: Automated Medical Imaging and Diagnostics
• Autonomous Driving: Lane Detection, Traffic Sign Recognition
• Smart Retail: Visual Search and Automated Checkout Systems

• Choose a Real-World Problem (e.g., Autonomous Driving, Medical Imaging)
• Develop a Complete Vision-Based Solution Using Deep Learning
• Present Findings and Implementation with Detailed Documentation

”

“

It really helped me for my project.

Student, MIT ADT University

“

Nicely planned with relevant topics and experts.Nicely organized

Academicians, Mumbai Veterinary College

“

Joined for the further training program, Excellent and Helpful, thanks.

Professor, Shri Shivaji Education Society Amravati’s College of Engineering & Technology