Annotation

We create expert descriptions of the data provided by the customer. The form of descriptions is implemented in the format of the provided data. Expert annotations can include text interpretation, temporal bounding of events in audio tracks or semantic characteristics of objects in images, videos or 3D space. The output of the expert annotation will provide you with detailed and concise descriptions that will help you use your data effectively.

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Anotace

Medical Data Annotation

Making Medical Records More Efficient

As medical data becomes more complex and the amount of data continues to grow, the ability to annotate data efficiently and accurately is essential for advancing medical research and practice. Accurate and efficient annotation is the foundation for training reliable AI models that can contribute significantly to more accurate and faster diagnosis, treatment planning, and overall patient care.

Data annotation enables the transformation of unstructured information such as medical records, notes, and images into a format that can be easily processed and analyzed by AI systems. This process not only facilitates a better understanding of the data content, but also enables the identification and classification of key medical entities such as symptoms, diagnoses, treatments and patient outcomes.

Anotace medicínských dat
Realizační tým medicínských anotací

Medical Annotation Implementation Team

For annotations, we carefully assemble an implementation team consisting of experts, physicians with extensive experience to ensure highly professional descriptions with attention to detail. We accept the considerable challenges that come with annotating medical data. We work with advanced technologies and anticipate the need for deep knowledge of medical terminology and processes. Our experts in this field work with the utmost precision and care.

Annotated Record Formats

We specialize in creating professional annotations of medical records in a wide range of formats, be it 2D formats such as ECG, EEG, EMG, TIFF, or 3D formats such as NIfTI and DICOM. Our services cover all needs related to annotation of medical data.

We perform annotations through our own annotation portal, licensed software and tools required by the customer. This flexible approach allows us to adapt to your specific requirements and ensure that the output matches your expectations.

Annotation portal

Innovative approach to data annotation

Our modular annotation platform is a solid foundation for annotation work, annotation quality control and annotation team management. With our flexible annotation portal, you can efficiently process and annotate different types of data according to your individual needs.

We currently use a special module for annotating ECG recordings in XML format, which allows users to annotate easily and accurately. With this module, we can quickly and efficiently process your ECG recordings and extract valuable information from this important medical data.

What you get with our annotation portal

Our platform is designed to suit different types of data and individual user needs. With an intuitive interface and advanced features, our platform enables fast and accurate data annotation. With our platform, you can rest assured that your annotations will be done in a secure environment with maximum accuracy and quality.

Anotační portál

Text Data Annotation

The Importance of Text Data Annotation

Text data annotation is a key part of natural language processing (NLP) and machine learning (ML). Data annotation is the process of labeling or annotating data so that machine learning algorithms can better understand and classify the information they process. This process is essential for training AI models to enable them to accurately understand different types of data such as images, audio files, video or text.

Text data annotation finds applications in all industries, business, e‑commerce, insurance, healthcare, etc. For example, in e‑commerce, properly annotated data helps in automating decision‑making processes, leading to more efficient business operations, creating quotes and speeding up customer communication.

What extra we handle in text annotation

Our services include a wide range of annotation tasks that provide you with understandable and simplified interpretations along with other forms of evaluation. We focus on key information such as product types, geographic locations and other specific information, including sentiment analysis (emotional tone), where we recognize and interpret the emotional tone of the text to better understand, for example, mood and attitude.

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Audio data annotation

Audio data annotation is the key to advancing AI and ML

Audio data annotation is a process that enables computers to better understand and interpret human speech. In practice, annotating audio data involves assigning relevant tags or metadata to audio recordings. These labels contain information about the speaker, emotions, dialects, language and other characteristics of the sound. This enables AI and ML systems to better recognize patterns in speech and respond to them in a more natural way.

Audio data annotation is finding applications in areas such as healthcare, where it helps in the recognition and diagnosis of diseases based on the analysis of patients' voices. In the automotive industry, it is used for the development of advanced systems for safer and more comfortable driving.

Voice, speech, sound annotation in more than 80 language combinations

The advantage of our audio annotation is the combination of our extensive experience in translation with our already acquired experience in text production and annotation. Language combinations play a key role in the data annotation process, as they allow for more accurate and contextually relevant text annotation. Multilingual data annotation expands the possibilities for training and developing machine learning models. High‑quality annotation of data in different languages will greatly improve the ability of systems to understand and interpret human language.

Multilingual data annotation improves the customer experience by enabling the creation of more accurate and personalized AI applications.

Audio annotation is key to training machine learning algorithms to correctly identify, understand, and respond to questions, emotions, intentions, and feelings. It is essential for the development of effective voicebots, voice recognition systems and virtual assistants.

What kind of audio annotations we implement

Our services are focused on individual customer requirements. We create annotations of audio recordings where the output is a simplified interpretation. We customize the output so that the annotations are easy to read and interpret, making it easier for you to understand and use the content and identify specific types of data, such as locations or types of products, names of people, or specific terms that are important to you. Sentiment analysis can also be performed as part of the audio annotation service, which means we understand the emotions contained in your audio recordings and provide a detailed analysis of the emotional tone to better understand the content and mood.

Content moderation

We ensure the security and trustworthiness of your digital environment

Our services cover comprehensive management of text, voice and video content, with an emphasis on compliance with legislation, community rules and ethical standards. With our team of experts, we will ensure that all content in your digital environment is in line with the moral and ethical principles of that environment.

How we secure your content and enhance your brand's prestige

We offer human factor outsourcing to review AI tool decisions, which includes decisions such as blocking a user profile or deleting an inappropriate post. With our services, you can be confident that your platform will be secure and user‑friendly, which will boost your users' trust and improve the overall impression of your brand.

We place a strong emphasis on security and accountability. Our solutions ensure that your content meets the highest standards of security and accountability. Our experts carefully monitor and evaluate all content to prevent inappropriate situations and increase the credibility of your digital environment.

Video and Image Data Annotation

Transforming Data for Machine Learning

Video and image data annotation is a key part of the development of artificial intelligence and machine learning technologies. This process involves assigning relevant labels or labels to the image data, allowing algorithms to better recognize and interpret visual information. Data annotation is essential for applications ranging from autonomous vehicles to medical diagnostic systems.

Shaping the future of technology

Data annotation is not just about technical accuracy, but also about understanding the context and nuances of visual data. Our annotation experts are able to identify and classify objects, scenes and activities in the data, enabling AI models to function correctly in the real world. We combine the use of advanced tools and human intuition.

How and what we have experience in annotation

Our services focus on detailed descriptions of image and video data that are fully tailored to your individual needs. With our team of experts, we offer a wide range of services, including emotional content analysis, simplified interpretation and identification of specific data types, such as locations or product types, according to your specific requirements. We will provide you with a clear and understandable interpretation of the content of your data, making it easier for you to understand its meaning and use.

Companies around the world trust Aspena

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