Annotation & Tagging
Image, text, and audio data is often multidimensional. To increase the usability of these complex datasets, annotation and tagging services identify important attributes. This allows you to make meaningful connections between data points, categorize those data points, and have information that is actionable.
Images are dense with information, at a granularity you may not always need. Through image segmentation, we subdivide an image into segments, each unique from the others. It could be segmenting “water” and “land,” or something more complex. With this segmentation, we ensure you have the data you need to take action, rather than a mass of data that’s just a mess.
Automated solutions cannot yet accurately transcribe images or audio files. Humans can, in an instant. iMerit teams are experts in accurately transcribing audio files, capturing text from images, and creating understandable descriptions of images.
By grouping similar items – from images to service tickets – into coherent categories, iMerit’s categorization services make messy data easily understood. Our teams can rapidly and accurately categorize your content by multiple attributes for any end-purpose.
We combine human intelligence with automated extraction of named entities (for example: persons, places, and organizations). This ensures the incorporation of relevant contextual information in your data collection processes. The result? You get accurate and reliable information for your most critical datasets.
Ensuring the relevance and appropriateness of content in your marketplace, site, or database is crucial to the experience of your users. It can, though, be time consuming. Our moderation services use automated and human intelligence to deliver datasets that are understandable at a glance.
If you don’t understand users’ thoughts and feelings, how can you ensure their satisfaction? We unite automated language analysis with human intelligence, to quickly deliver valuable analyses of a speaker’s tone and feelings, as well as the content of their message.
Your initial datasets may be messy, incomplete, or mis-formatted. Our data enrichment is there to add clarity and insight by including missing data, cleaning existing data, and more. We quickly deliver the organized and useful datasets that you need for diverse applications.
Data Aggregation & Enrichment
Your initial datasets may be messy, incomplete, or mis-formatted in addition to being very large. Our data enrichment is there to add clarity and insight by including missing data, cleaning existing data, and more. To help you keep your finger on the pulse of trends, we also combine automated processes like RSS feeds with expert human judgement to aggregate data/content you need on a 24/7 basis.
Verification & Validation
Ensuring the security of your users is a fundamental part of your company. Verification and validation play a large role in that. Our verification and validation teams vet new users, identify fraudulent activity, respond to service inquiries and look to ensure that you’re working only with real, verifiable customers.