Deciding on the right Machine Learning Algorithm for a business problem or a use case is a complicated and time taking process. If you apply any ML model to the business use case and test if the model is the right fit, then you are following a tedious approach, one that is time-consuming and requires […]
Being a part of the Computer Vision technology, Object Detection helps to identify and locate objects in images and videos. Humans require only a few seconds to locate and identify objects of interest whereas machines need the training to replicate the human vision. Here is where object detection algorithms play an important role in helping […]
Building a Machine Learning model from scratch is a time consuming and complex process. The model has to undergo the process of training, testing, and finally deployment in a production environment. This helps to unwrap the potential it holds to solve real-world problems. In this article, let’s take a hypothetical object detection ML model and […]
Video Annotation is the process of adding tags or labels to unlabeled videos. These videos are then used to train machine learning algorithms. The tags or labels can range from a simple bounding box around an object in a video or a full segmentation that labels every pixel of the video. Video annotation helps to […]
Natural Language Processing (NLP) is a field of Artificial Intelligence (AI) that facilitates the machines to read, comprehend and interpret the underlying meaning from human languages with its main lying in the interaction between Data Science and human language. NLP uses Machine Learning and Deep Learning techniques to extract meaning from human language. How NLP […]
Over the years, Artificial Intelligence (AI) has proved itself worthy of research labs and the business arena with a myriad of applications. Recently, it has stepped onto the world of wildlife conservation. The recent advancements in cutting-edge technologies like Machine Learning, Image Recognition, and Deep Learning have led to the development of AI applications that […]
As per a survey by Alegion, 96% of businesses encounter challenges related to training data labeling and quality in Machine Learning projects. According to the research, Artificial Intelligence is still an emerging field and hence we are facing training data issues for AI/Ml initiatives. IDC predicted the worldwide spending on AI systems in 2019 to […]
But Researchers warn about the dangers of simulation leading to bots’ unexpected interactions with real users and hence suggest to isolate the bots from real users. Facebook is developing a shadow social network only for the bots to understand how scammers and trolls operate and exploit its platform. The social media giant has deployed Web-enabled […]
There has been a rise in the number of machines that can learn and perform on their own, all thanks to the huge advancements in the field of Artificial Intelligence (AI). But, when it comes to producing acceptable accuracy rates, these machine-driven systems seem to lag. Machine-based classification combined with human feedback is the best […]
In recent times, there is a bit of skepticism about Artificial Intelligence (AI). There is fear about its misuse and its less collaborative nature with humans. But, AI has done more good than evil amid the COVID-19 pandemic. In its current form, AI is effective enough to help us fight the coronavirus outbreak. Let’s take […]