Introduction
- Components on Raspberry Pi 3
- Components to be connected to Raspberry Pi
- Downloading Software to Format SD Card
- Formatting SD Card
Setting up Raspberry Pi
- Downloading NOOBS Operating System
- Copying NOOBS Operating System to SD Card
- Flashing NOOBS Operating System to SD Card
- Installing Packages
- Download Course Codes and Images
Python Basics
- Quiz for Print
- If Condition
- Making Decisions
- Quiz for Making Decisions
- For loop
- While loop
- Quiz for While loop
- Functions
- Quiz for Functions
- Dictionaries
- Objects
- Class
- Modules
- Quiz for Modules
Image Processing Applications
- Load Display Save Images
- Scaling
- Quiz for Scaling
- Flipping
- Varying Brightness
- Quiz for Varying Brightness
- Bitwise Operations
- Blurring and Sharpening
- Quiz for Blurring and Sharpening
- Thresholding
- Erosion and Dilation
- Quiz for Erosion and Dilation
- Edge Detection
- Image Segmentation
- Quiz for Image Segmentation
Real-world Image Processing Applications
- Real-time Human Face Eyes Nose Detection
- Detecting Cars in Video
- Pedestrian Detection
- Real-time Object Detection
- Human Face Recognition -1
- Human Face Recognition - 2
FREE Learning Resources for Artificial Intelligence
- Deep Learning Resources
- Generative Adversarial Networks Resources
- Deep Reinforcement Learning Resources
- Machine Learning Resources
- Data Science Resources
- TensorFlow Lite Resources
- Movidius Neural Compute Stick Resources
- Quantum Machine Learning Resources
Implement Hands-on Image Processing Assignments
- How to crop an image at specific pixel coordinates?
