Audio transcription involves the process to make speech and sound identifiable to applications like virtual assistant devices and chatbots through machine learning models. The process works like a strong pillar for many apps that target to augment or copy human interactions. The audio transcription experts change datasets in the form of text. The text can …
When it comes to the healthcare industry, the crucial part lies in managing the files of patients. The files have the entire history related to the health concerns and illnesses that a patient is going through. Therefore, documenting every piece of information is of paramount importance. As far as telehealth is concerned, an appointment means …
How Does Medical Transcription Reduce the Burden of Healthcare Professionals? Read More »
Medical transcription largely contributes to ensure that telemedicine practices run smoothly. HIPAA Compliant and Secure Medical transcription helps telemedicine as it ensures the privacy and security of the patient. As the nature of the work is mostly based on the internet, telemedicine practices must ensure that there is no leakage of patient’s information to avoid …
Contributions of Medical Transcription in Telemedicine Read More »
With conventional medicine, there is a considerable sum of records documentation required. The documentation is imperative as it helps to transmit the systematic records in time among professionals who may be several miles away. Medical transcription in such scenarios plays a crucial part in telemedicine practices. It provides a solution to simplify and quicken this …
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Video annotation helps in the launching of a wide variety of AI systems in the sport and fitness sector. The AI models that are computer-vision enabled can easily interpret the human body’s movements to gather crucial information. Consequently, the applications enhance the performance of both amateurs and professionals training from home. Skeletal annotation mostly targets …
Annotated videos offer bigger context not only to annotators but also to the model it trains. As a result, it helps ML developers to enhance the performance of the network with various techniques such as Kalman and temporal filters. Temporal filters and Kalman filters help the model to add information from the nearest frames for …
Video Annotation – Bigger Context to Train the Model Read More »
There is no denying that every application of computer vision depends on annotated images for training, testing and authenticating the models that rule them. When it comes to these image annotations, it varies in complexity as it ranges from simple to complex pixel-by-pixel classification. The tools supporting such tasks differ in complexity and quality too. …
An audio, video, image or text turns out to be the training data for ML with the help of data annotation through technology and people. To build an ML or an AI model that performs the role of a human, needs higher capacities of training data. If a model needs to decide and execute, it …
While executing a video annotation project, it is imperative to know the steps you would take that would lead to success. The key consideration is the type of tool you choose. To obtain the cost-savings in annotation, you must use a minimum level of automation. Most of the third parties provide automation tools of video …
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The data structure of video annotation is more complex than image annotation. However, when it comes to information per unit of data, you can obtain the best insight through video. You can use it to identify the position of the object and also the movement of the object and its direction. When you check an …
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