Image Analysis

In this lesson, you’ll learn about Data Science and Image Analysis. Data Science specifically computer vision with deep learning, is being used extensively in image analysis for surveillance, image classification, object detection, object tracking, segmentation, self-driving cars and many more.

We'll cover the following

- 1. Image classification
- 2. Object detection
- 3. Object segmentation
- 4. Object tracking
- 5. Self-driving cars
- 6. Image translation

Among the most common types of data available out there are Image and Video data. We can apply computer vision and Deep Learning in Data Science for the betterment of society. Some applications are listed below.

1. Image classification

Image classification refers to classifying an image into one of the categories on which a model is trained (We will expand on models in the upcoming lessons). Massive work has been done on image classification, and models inspired by the working of the brain are being used to do this task.

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What is Data Science ?

Applications of Data Science

Overview of Libraries

Probability and Statistics

Machine Learning Part-1

Machine Learning Part-2

Machine Learning Part-3

Deep Learning

Machine Learning Tools and Libraries

Big Data Tools and Technologies

Where to go next ?

Image Analysis

1. Image classification