Recurrent Neural Network (RNN) is a state-of-the art deep learning algorithm used for modeling sequential information. It is one of the most popular models that have given great promises in many NLP tasks.The idea behind recurrent neural network is to make use of sequential information. In a traditional neural network we assume that all inputs are independent of each other.…
Today machine learning has become a driving force behind most of the technological advancements. Image recognition is one of the main advancements in machine learning. It is the analysis of objects within the images using a subset of learning algorithms called Convolutional Neural Network. Did you know that image recognition is one of the main streams that is decisive in…
The term “neural network” is a trending word in the tech industry. In reality, they’re much simpler than people imagine. Artificial Neural Network (ANN) is a framework in analogous with the structure of biological neural networks and the way it processes information in the human brain. It enables computers to learn from observational data like images, audios, text, labels, strings…
Concept of autonomous vehicles isn’t that new. The idea might have struck everyone of us either in our imaginations or at least from the recently watched sci-fi movies. Well, guess what? it is happening right now. A number of them are currently developing around different parts of the world. Even though the technology has not made it fit for the…
Artificial intelligence is reshaping the whole world scenarios. With tremendous rise in this field, it's everyone’s concern that can artificial intelligence replace human intelligence? If so, how good substitute it can be in the areas like security requiring high level of intelligence. When we consider this topic for a debate, some accept it, some oppose it. For a better clarification,…
Agricultural sector plays an important role in the development of our country. Currently, the sector accounts for 20% of the whole country’s economy. According to reports, the GDP share of the sector came into the picture only after the 1950s and the incline wasn't gradual despite the hard work of the farmers at that time. The situation even kept on…
The cheap rate is a common term that every vendor use to reach their customers. This can ensure low-cost services, but may also tend to low-quality annotations. Maintaining superior work quality at cheap rate can be a challenge for many but not for Infolks. When global service charges for quality image labeling varies from 6-10 USD/hr, our fare starts from…
Does virtual identity exist? Yes! Those who have their identity in the real world will have one in the other dimension too. We all are aware of databases which hold the detail of each and every citizen of the country, but how this builds the so-called “virtual identity”. The identity of any individual can be formulated from their whereabouts, likes…
Image annotation helps to make images readable for computer vision. Annotated images are useful for performance calculation of other fully automatic algorithm results. They are called as benchmark, ground truth or reference data. Comparing to the annotated images, it is possible to calculate true positives and false alarms of a fully automatic algorithm.Annotation in machine learning is the process of…
Rather than other industry healthcare sector is totally different. It is on high priority sector all of us expect more care and services without considering the cost. Most of the interpretations of medical data are being done by the medical expert. After the success of deep learning in other real-world application, it is providing exciting solutions with good accuracy for…