What we will cover
Computer Vision
- Define the concept of Computer Vision and understand its applications in various fields.
- Understand the basic concepts of image representation, feature extraction, object detection, and segmentation.
Algorithms
- Use Python libraries such as OpenCV for basic image processing and computer vision tasks.
- Understand the basic architecture of a CNN and its applications in computer vision and image recognition.
- Learn about the Text Normalization technique used in NLP and popular NLP model – Bag-of-Words
Python (Advanced)
- Understand to work with Jupyter Notebook, creating virtual environment, installing Python Packages.
- Able to write basic Python programs using fundamental concepts such as variables, data types, operators, and control structures.
- Able to use Python built-in functions and libraries.
Project
- Face Recognition/ X-Ray images classification