Machines with their faster processing speed and knowledge storing ability have replaced humans in manual and routine jobs. By leveraging their speed, one can train and turn them into smart machines. Machines can be tuned to mimic the human brain and learn to process info similar to a human by feeding them with relevant training […]
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 […]
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 […]
Is it possible to develop Natural Language Processing solutions without leveraging text annotation services? Can the machines learn on their own the nuances of human language and perform their tasks efficiently? To answer these questions, one needs to have a complete understanding of text annotation and NLP and the relation between them. What is Text […]
Data Labeling is the process of tagging objects with discrete labels that identify their features such as classifications or properties or characteristics within images or videos. This process involves data annotation, tagging, transcription, and processing. Data Labeling helps to curate data for Artificial Intelligence and Machine Learning projects. It forms a crucial part of data […]
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 […]
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 […]
Image Annotation refers to the labeling of images in the form of a single label for an entire image or using various labels for each object in an image. It is a kind of marking tool that highlights content or object in an image by sketching around it. Image annotation plays a key role in […]
Semantic Segmentation plays an important role in analyzing images and helps a machine to identify objects in images. It is a high-level task that enables machines to comprehend complete scenes in images. Most of the Computer Vision projects require inferring knowledge from images that can be achieved through Semantic Segmentation. What is Semantic Segmentation? Semantic […]
Autonomous cars or self-driving cars have captured the interest of the people and is one of the major milestones in the automotive industry in recent times. All the big players in the automotive sector from the Volvo to Tesla, Mercedes, Benz and BMW have invested heavily in the development of self-driving cars. This has surely […]