Video Annotation

Transforming Endoscopy with Intelligent Video Annotation

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Endoscopy plays a vital role in modern diagnostics, enabling clinicians to visualize and detect abnormalities deep within the body. However, the true potential of endoscopic imaging lies in how effectively this visual data is analyzed, interpreted, and converted into clinical value. At Marteck Solutions, we specialize in precise medical image and video annotation that empowers …

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Polyp Detection & Segmentation in Colonoscopy Videos: Advancing AI in Healthcare

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Early detection of colorectal polyps is critical in preventing colon cancer. With colonoscopy videos becoming a cornerstone of modern diagnostics, the accurate annotation and segmentation of polyps is essential for developing reliable AI systems that can assist clinicians in real-time. At Marteck Solutions, we specialize in providing high-quality medical image and video annotation services, designed …

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Teaching Machines to Understand Surgery: The Power of Video Annotation

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Imagine an operating room where machines can follow every surgical movement with precision — understanding what instrument is being used, which action is being performed, and exactly where it’s happening. This vision is becoming real through surgical video annotation, where every frame is carefully labeled to capture the details of complex procedures. Why it matters: …

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Types of Video Annotations

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2D Bounding Boxes: The rectangular boxes are made use of to identify objects, label and to categorize. You need to draw the boxes manually around objects in motion across many frames. The box is placed closer to the edge of the object and labelled correctly for classes and attributes. It helps in the depiction of …

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Role of Medical Transcription to Aid Telemedicine Practices

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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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Benefits of Skeletal Annotation

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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 …

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Video Annotation – Bigger Context to Train the Model

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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 …

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Benefits Of Annotating Video

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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. …

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All You Need to Know About Data Annotation

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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 …

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Things To Consider in A Video Annotation Project

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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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