Author: Naveen
How can Blockchain Improve Computer Vision Systems?
Blockchain technology is a decentralized ledger that records transactions. It is also a distributed database that can be used to store data in a secure and verifiable way. This allows the users to view and edit the data, but not make changes without the consensus of the network. Blockchain technology can be used for many…
Read MoreWhat are the Different Applications of NLP in the Real World?
NLP is a branch of artificial intelligence. It is used to analyze and understand human language. NLP has many applications in the real world that can be used for different purposes. Some of these applications include: Natural Language Processing (NLP) is a technique for understanding the sentiment in text. NLP can be utilized to identify…
Read MoreWhat is precision, Recall, Accuracy and F1-score?
Precision, Recall and Accuracy are three metrics that are used to measure the performance of a machine learning algorithm. The Precision is the ratio of true positives over the sum of false positives and true negatives. It is also known as positive predictive value. Precision is a useful metric and shows that out of those…
Read MoreWhat is bias and variance in Machine Learning?
When we talk about modeling, it’s important to understand the way models deal with errors (bias and variance). There are tradeoffs between how well a model can reduce these errors. Understanding the errors in your models can help you to avoid the mistake of overfitting and underfitting. What is bias? Bias is the average that…
Read MoreInteresting applications of blockchain in ML and NLP?
In recent years, the blockchain has been used to track and store information on a variety of applications. It can be used to store data about transactions, contracts or other records in a secure way. Blockchain is decentralized and not controlled by any single entity. This makes it an ideal technology for machine learning algorithms.…
Read MoreHow Blockchain Technology Improves Machine Learning?
Blockchain technology has the potential to improve machine learning by providing a decentralized platform to collect, store and analyze data in a secure and transparent manner. This means that data cannot be tampered with or changed without the owner’s permission, making machine learning algorithms more accurate and stable. One of the main advantages of blockchain…
Read MoreHow Blockchain can be used in Natural Language Processing?
The blockchain is a revolutionary technology which has the potential to change how we do business. It can be used in many different fields and industries, but one of the most interesting applications is in Natural Language Processing. The blockchain has the potential to revolutionize how data is stored and shared. It can store data…
Read MoreHow the Media Uses Image Processing to Enrich Visual Content?
The media industry is one of the most competitive industries today. The competition is so fierce that it has forced companies to come up with new ways of attracting their audience. One way they have been able to do this is by adding visual content to their articles. The use of image processing software has…
Read MoreWhat are the Practical Uses of Image Processing in the Medical Industry?
Image processing has been widely used in the medical industry for a variety of purposes. The most common use cases are diagnosis, treatment and image archiving. Machine vision in healthcare is a way to process medical data. It is a way for doctors to get more information about their patients. Machine vision in healthcare can…
Read MoreTop 5 Machine Learning algorithm used in Computer vision?
Every day, a computer vision system processes millions of photos, videos and other media. Progress in computational power and deep learning has led to major advances in the field of computer vision. These advancements have created new opportunities for computer vision that we can explore today. The 5 popular Machine learning algorithm in computer vision…
Read More