Computer Vision

Object Detection

Explore the intricacies of object detection in computer vision, focusing on refining techniques and understanding complex scenarios.

Goal:

Learn how objects are located and classified.

3Lessons

6Micro-lessons

IntermediateDifficulty

Lesson 1

Dive into the core principles of object detection and its applications.

Start2 Micro-lessons

Micro lesson 1

Bounding Boxes

Micro lesson 2

Feature Extraction

Lesson 2

Explore common challenges and how to overcome them in object detection.

Start2 Micro-lessons

Micro lesson 1

Handling Occlusions

Micro lesson 2

Dealing with Scale Variations

Lesson 3

Learn about advanced techniques to improve object detection accuracy.

Start2 Micro-lessons

Micro lesson 1

Using Neural Networks

Micro lesson 2

Improving Accuracy