What You’ll Learn
A hands-on journey into **real-world computer vision**—designed by NanoSchool’s Deep Science Learning Organisation under NSTC guidelines for intermediate learners ready to build deployable vision systems.
OpenCV Core
Image I/O, filtering, edge detection, contours, and morphological ops.
Feature Detection
SIFT, ORB, keypoint matching, and homography.
CNNs with TensorFlow
Build, train, and evaluate CNNs for classification and detection.
AI to Production
Deploy vision pipelines as web apps or REST APIs with model cards.
Who Should Enroll?
Ideal for developers and students across India—especially in Delhi NCR—who want to move beyond theory to **building real vision AI products**.
- Software engineers adding vision to apps
- Students preparing for AI/ML internships
- Researchers working on image-based projects
- Startup teams building agritech, retail, or mobility solutions
Hands-On Projects
Indian Traffic Counter
Detect and count vehicles in Delhi traffic footage using background subtraction.
Retail Shelf Analyzer
Use feature matching to verify product placement in store images.
Capstone
Full Vision Pipeline
End-to-end system reviewed by NSTC mentors—deployed with Streamlit or Flask.
6-Week Syllabus
Total: ~48 hours • Lifetime LMS access • Delhi NCR support
Weeks 1–2: OpenCV Fundamentals
- Image loading, color spaces, histograms
- Filters, edge detection (Canny), contours
- Lab: Analyze Indian agricultural field images
Weeks 3–4: Advanced Vision
- Keypoints, SIFT, ORB, feature matching
- Object tracking, camera calibration
- Lab: Build a document scanner with perspective transform
Weeks 5–6: CNNs & Deployment
- TensorFlow/Keras for image classification
- Transfer learning with MobileNet
- Capstone: Deploy a vision API with model card
NanoSchool LMS & NSTC Mentorship
Access our browser-based LMS with **lifetime access**. Get support from mentors certified by the NanoSchool Technology Council (NSTC).
NSTC-Accredited Certificate
Verified by the NanoSchool Technology Council (NSTC). Shareable on LinkedIn. Recognized by Indian employers and startups in Delhi NCR.
Frequently Asked Questions
Do I need a GPU?
No. All labs run in **Google Colab** (free GPU included). No local setup needed.
Is deep learning required?
We start with **classical OpenCV**, then introduce **CNNs** in Weeks 5–6. Basic Python and NumPy knowledge is enough to begin.
Will this help me get a job?
Yes. The capstone project is a **portfolio-ready vision application**. The NSTC certificate validates your practical skills—trusted by Indian AI startups and product teams.
