Author Archives: Pranjal Ostwal

There is an option that many businesses and researchers must make when developing AI or machine learning algorithms.Since self-learning models need a large amount of annotated data to train before going live, the question arises,whether the model can be trained on manually labeled data or automated labeled data or both. Data Labeling First of allContinue reading “Manual Data Labeling vs Automated Data Labeling”

Employees are without a doubt, One of an organization’s most important intangible assets. They contribute significantly in terms of benefit and sales. As a result, every organisation aims to recruit the best talent available. The good news is that the Human Resources Department is up to the task of digital transformation. Yeah, the recruiting processContinue reading “Benefits of using AI in Recruitment process”

We live in an experience economy, where customers want a personalised experience. Instead of the one-size-fits-all strategy used in the past, they would prefer to visit an eCommerce store and have their needs catered to them individually. Businesses all over the world are using AI to provide consumers with unique items that they are mostContinue reading “Implementation of AI and Data Annotation for E-commerce”

Security Cameras without Intelligence Surveillance is an essential aspect of security and patrol operations. For the most part, the work means spending long stretches of time on the lookout for something bad to happen. It is important that we do so, but it is also a tedious job. It’s not always possible for a humanContinue reading “Computer Vision is transforming Security Surveillance”

The shipping & logistics industry has become much more dominant in recent years as a result of the use of Artificial Intelligence.There are several key uses of AI in the shipping and logistics industry. Artificial intelligence refers to systems that can better imitate, automate, and reproduce human thought, as well as take data-driven actions, thanContinue reading “Image and Video Annotation for logistics and shipping industry”

Only in recent years did the world witness a significant leap in technology that has put computer vision on the priority list of many industries. Computer vision technology is transforming the business world with its capability to understand the content of digital images and videos. It enables machines to precisely identify and classify images basedContinue reading “Application of Computer Vision in different Industries”

Satellite imagery contains a tremendous amount of information.Annotating an image is the process of adding information to the image.Proper annotation of satellite imagery adds a great deal of value to the image by collecting, preserving and sharing knowledge about the scene. Added information can take many forms including labels for objects, tags describing the semanticContinue reading “Data Annotation for Aerial Imagery and Use Cases”

For computer vision, there are many types of image annotations out there, and each of these annotation techniques has different applications. With these different annotation methods, are you curious about what you can achieve? Let’s take a look at the various methods of annotation used for applications of computer vision, along with some special useContinue reading “Types of Image Annotation for Artificial Intelligence and Machine Learning”

Artificial intelligence (AI) can only be as strong as the data it is fed. Given that the quality and quantity of training data are directly related to the performance of an AI algorithm. Huge volumes of data are not rare nowadays. However, if you want to use it to train machine learning and deep learningContinue reading “What is Data Annotation and types of Annotations?”

TagX has collected a list of data sources for Machine Learning (ML) and Natural Language Processing (NLP). In our previous articles, we explained why datasets are such a crucial part of Machine Learning (ML) and Natural Language Processing (NLP). Without these training datasets, machine-learning algorithms would have no way of learning how to do textualContinue reading “The Best 50 Free Datasets for Machine Learning”