Computer Vision Mastery

Computer vision is one of the most practical applications of AI. This 2-month course covers everything from image processing basics to cutting-edge models like YOLO, SAM, and vision transformers.

With 32 live Zoom sessions (4 days/week, 90 min each), you will build real computer vision applications including object detectors, face recognition systems, and video analytics pipelines.

OpenCV fundamentals & setup
Image operations: resize, crop, rotate
Filters, blurring & edge detection
Morphological operations
Feature detection: SIFT, ORB
Color spaces & histograms

CNN architectures deep dive
Transfer learning & fine-tuning
Image classification projects
Data augmentation strategies
Vision Transformers (ViT)
Training on custom datasets

YOLO v8/v9 — training & inference
SSD & Faster R-CNN
Custom object detection training
Semantic segmentation with SAM
Instance segmentation
Real-time detection optimization

Face detection & recognition
Pose estimation
OCR & document processing
Video analytics pipeline
Multi-camera tracking
Capstone: production CV application

What You'll Learn

Build complete computer vision applications
Implement object detection with YOLO and other architectures
Use OpenCV for image and video processing
Train custom models on your own datasets
Deploy CV models for real-time inference
Process video streams and build analytics pipelines

Tools & Technologies You'll Master

Python

OpenCV

PyTorch

YOLO

Hugging Face

TensorFlow

SAM

Python knowledge and basic ML understanding required. Our Python and ML courses are recommended first.

Live Zoom classes, Monday to Thursday, 7:00 PM to 8:30 PM IST. 4 days per week, 90 minutes each.

₹24,999 ₹34,999 29% OFF

Duration 2 Months
Next Batch Jul 13, 2026
Timing Mon-Thu 7:00PM-8:30PM (Zoom)
Mode Live on Zoom
Level Intermediate
Sessions 32 sessions
Certificate Yes

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Module 1 Image Processing Fundamentals (Week 1-2)

Module 2 Deep Learning for Vision (Week 3-4)

Module 3 Object Detection & Segmentation (Week 5-6)

Module 4 Advanced Vision Applications (Week 7-8)

What You'll Learn

Tools & Technologies You'll Master

What are the prerequisites?

What is the class schedule?

Ready to build with AI?