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AmitDiwan has Published 11365 Articles
AmitDiwan
232 Views
Text annotation identifies and labels sentences with metadata to define characteristics of sentences. This could be highlighting parts of speech, grammar, phrases, keywords, emotions, and so on depending on the project. The better the quality and quantity of data, the better the model performs. In this article, you will understand ... Read More
AmitDiwan
297 Views
The technique of scaling generates infinite values on the objects to be measured. These techniques help understand the relationship between the objects. Let us see the techniques − Comparative scales It is the direct comparison of objects. The types include − Rank Order Constant sum scaling Rank order ... Read More
AmitDiwan
140 Views
The field of machine learning is developing rapidly, and the benefits are innumerable. Some of the benefits in the field of business have been listed below − Improved Consumer Experience Human efforts to interact with consumers have reduced and bots are used instead. This has helped with the automated and ... Read More
AmitDiwan
477 Views
YOLO and SSD are real-time object detection systems that possess significant differences, that have been listed below − YOLO (You Only Look Once) YOLO uses a neural network to help with real-time object detection. It became popular due to its speed and accuracy. It is considered a regression problem, ... Read More
AmitDiwan
266 Views
Tensorflow is an open-source Machine learning framework that helps develop models, train pre-trained models by providing high level APIs. TensorFlow is an end-to-end platform to easily build and deploy Machine Learning models. TensorFlow makes it easy for novices and experts to create machine learning models for cloud, desktop, mobile, and ... Read More
AmitDiwan
5K+ Views
Knowledge-based agents represent searchable knowledge that can be reasoned. These agents maintain an internal state of knowledge, take decisions regarding it, update the data, and perform actions on this data based on the decision. Basically, they are intelligent and respond to stimuli like how humans react to different situations. Examples − ... Read More
AmitDiwan
407 Views
TensorFlow Lite is a mobile library designed to deploy models on mobile, microcontrollers and edge devices. It comes with tools that enable on-device machine learning on mobile devices using 5 aspects − latency, privacy, connectivity, size, and power consumption. It provides support on Android, iOS, embedded Linux and microcontrollers. Supports ... Read More
AmitDiwan
572 Views
TensorFlow TensorFlow is an open-source end-to-end platform to build machine learning applications. It was developed by researchers and developers at Google Brain. Let us now see the features of TensorFlow − Build and Train models easily − TensorFlow offers multiple levels of abstraction to make it quick for you to ... Read More
AmitDiwan
433 Views
Artificial intelligence deals with programming computers to detect patterns in new data, make decisions based on user input, and give output based on the user input. All the rules are not explicitly defined and it is expected by the developer that the machine learns these rules by experience, using a ... Read More
AmitDiwan
379 Views
In this article, you will understand the significant differences between Tensorflow and Keras libraries.TensorFlowTensorFlow is an open-source end-to-end platform to build machine learning applications. It was developed by researchers and developers at Google Brain. Let us now see the features of TensorFlow − Build and Train models easily − TensorFlow ... Read More