Deep Learning

Object Tracking is used to identify objects in a video and interpreting them as a set of trajectories with high accuracy.

A gentle introduction to AI models. What AI models and ML models are. View the most popular AI models in 2021.

Easy to understand guide about Pattern Recognition with AI and Machine Learning. The forms, methods, and examples you need to know.

Adversarial machine learning is a growing threat in AI. Various adversarial attacks are used against machine learning systems.

Semi-supervised learning is a branch of machine learning that attempts to solve problems that include both labeled and unlabeled data.

Common baseline machine learning algorithms used for computer vision and artificial intelligence, such as logistic regression and more.

Federated learning is used for distributed training of machine learning algorithms on multiple edge devices without exchanging training data.

Person re-identification uses Deep Learning to retrieve a person of interest across multiple cameras. An easy-to-read overview.

An easy-to-understand overview of a Deep Neural Network. Three types of Deep Neural Networks are popular today.

Deep learning requires massive amounts of sensitive data. This drives the importance of privacy-preserving deep learning for computer vision.