What is Data Annotation?
Put simply, data annotation is the process of using raw data and enriching it, effectively teaching ML Platforms how to interpret data and then make decisions about real world situations. You can read our overview of the types of annotation services we supply at https://sptr.co/data-annotation/
How we have developed our data annotation service
At Systems Plus we have been working with a range of clients including those in the Charity, Insurance and Medical sectors providing them data annotation services to enrich their platform allowing for more and more accurate outcome.
Data annotation services provided ML platforms the ability to ‘learn’ by constantly reviewing and updating the data, using text, images, video and audio annotation. As additional information is added the platforms are able to contextualize this to help create a vital, precise resource to improve and refine the customer or supporter experience. This process, known as ‘deep learning’, means the outcome becomes better and better over time, improving service, reducing risk and providing new business opportunities.
Our data annotation team understand that we need to deliver a mix of flawless annotation and a quality assurance process that ensures that the information pulled is delivering the results and solutions our clients require. We have an experienced and inquisitive team who, learn from everything they do to improve outcomes.
If you’d like to talk to one of our Data annotation Services team members please email [email protected]
View our insurance client case study here https://sptr.co/case-study-insuretech-copy/ or our charity client case study here https://sptr.co/case-study-ai-ml-solution-using-data-annotation/
Data Annotation is the process of labelling data to make it usable/understandable for AI Systems for further processing. This could be in the form of framing 2D or 3D objects, identifying images, texts etc. It helps free up time for data scientists to focus on improving their AI/ML platforms or Model.
We are one of the leading data Annotation service providers with expertise in the Insurance, Charity and Medical domain. Our services cover
Processing and annotating text making it comprehensible for machine learning platforms with quality, precision and near real-time creates logistical challenges for businesses. Our customer-focused experts work with SLA driven mindset without compromise on the quality of deliverables.
Each frame in the video is a source of rich information which includes speech, text and image. By correctly labelling with essential metadata the ML platforms will be able to effectively capture every object in every frame thereby extract intelligence from the videos. We have a team of experts who can deliver the various type of video annotations like bounding box, polygon and semantic for example.
Images contain a considerable amount of data. A simple photo of a human being walking on the street has information on physical characteristics, expressions, clothing etc. A simple image of a shopping basket filled with food provides information regarding various items like fruits, vegetables and other products. Our services allow businesses to unlock these data allowing the invaluable source of training data for their AI/ML tools.
NLP based platforms like Chatbots, virtual assistants need annotated sounds or audio it makes them more understanding or comprehensible. Our services add metadata to the recorded sounds or speech allowing more meaningful conversations between the NLP platforms and consumers.