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Object Detection
By : Janani R, Object detection, as of one the most fundamental and challenging problems in computer vision, has received great attention in recent years. Over the past two decades, we have seen...
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Clustering
By : Hana M, Clustering is a technique used in machine learning and data analysis to group similar items or observations together based on their features or attributes. It is an unsupervised learning technique...
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Recommender Systems
By : Hana M, Recommender systems are information filtering tools that suggest items, products, or services to users based on their preferences and behaviors. These systems have become increasingly popular...
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Regression
By : Hana M, Regression is a statistical technique used to establish a relationship between a dependent variable and one or more independent variables. The goal of regression analysis is to model...
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Reinforcement Learning
By : Hana M, Reinforcement learning is a type of machine learning where an agent learns to make decisions by interacting with an environment. The agent receives feedback in the form of rewards...
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Supervised Learning
By : Hana M, Supervised learning is a type of machine learning where the algorithm learns to map inputs to outputs based on labeled examples. The term "supervised" refers to the fact that the algorithm...
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Multimodal Learning
By : Janani R, Multimodal learning involves combining different types of data, such as images, text, and audio, to improve the accuracy of computer vision systems. This has applications in fields such as natural...
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Edge AI
By : Hana M, Edge AI, also known as AI at the edge, refers to the deployment of AI algorithms and models on edge devices, such as smartphones, sensors, cameras, and IoT devices, rather than in the cloud...
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Edge Analytics
By : Hana M, Edge analytics is a type of analytics that involves processing data locally on edge devices, rather than sending the data to a central server for processing. Edge analytics enables organizations...
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YOLO (You Only Look Once)
By : Hana M, YOLO (You Only Look Once) is a family of state-of-the-art real-time object detection algorithms for computer vision applications. The first version of YOLO was introduced in 2016, and it quickly...
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YOLOv5
By : Hana M, YOLOv5 is a state-of-the-art object detection algorithm developed by Ultralytics, which builds on the previous YOLO (You Only Look Once) family of models. YOLOv5 is an improved version...
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Gamification
By : Hana M, Gamification is the process of applying game design elements and principles to non-game contexts to engage and motivate people to achieve their goals. This technique involves using...
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Intelligent Tutoring Systems (ITS)
By : Hana M, Intelligent Tutoring Systems (ITS) are computer-based systems that use artificial intelligence (AI) and machine learning techniques to provide personalized instruction and feedback to students...
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Language Transformers
By : Janani R, Natural language solutions require massive language datasets to train processors. This training process deals with issues, like similar-sounding words, that affect the performance of NLP...
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Medical Image Analysis
By : Hana M, Medical image analysis is the process of analyzing images generated by medical imaging technologies such as X-ray, CT, MRI, PET, and ultrasound. The goal of medical imaging analysis..