What is Object Detection?
Given an image, we humans can identify the objects present in that image. For example, we can detect whether the image has a car, trees, people, etc. If we can analyze the images and detect the objects, can we also teach machines to do the same?
The answer is yes. With the rise of deep learning and computer vision, we can automate object detection. We can build deep learning and computer vision…
Image captioning is one of the most important and challenging tasks in deep learning. It is the process of generation of a textual description for an image. For example, consider the below images.
Logistic regression is a simple classification algorithm where the output or the dependent variable is categorical. For example:
Logistic regression uses a logistic function for this purpose and hence the name. This algorithm can be thought of as a regression problem even though it does classification. Because instead of just giving the class, logistic regression can tell us the probability of a data point belonging to each of the classes. We will see the details in the coming sessions.
This was a competition conducted by Kaggle where we need to build a model to detect troubling events from aircrew’s physiological data.
Aviation fatality means the death of one or more persons inside or outside of an aircraft, spacecraft, or any other aerospace vehicle that occurs during a flight operation or any other operation involving that vehicle. …
Machine Learning| Data science