Case Studies
Labeling & Curation
Labeling and Curation Services
Labeling and curation are used to create large volumes of annotated data, which is then used to train machines and make them functional for AI-based models. The various Digital Labeling Content Types that we work with include:
Image
For AI systems and models, image labeling is used to help them interpret an image for facial recognition, robotic vision, etc. When labeling an image; captions, keywords and identifiers are used as attributes. These parameters help AI-powered models to identify and understand images and learn autonomously.
Audio
Compared to image data, audio data has more dynamics/factors such as language, dialects, speaker demographics, and more. It also has non-verbal cues like breaths, silence and background noise. All these parameters need to be identified and labelled through audio labeling.
Video
Through video labeling with metadata, the machine can seamlessly classify and evaluate a high volume of videos on various parameters. Compared to images that are still, videos have different objects in motion and each of these is called a frame. The video labeling process includes polygons, keypoints and bounding boxes to annotate different objects (in each frame).
Text/File
While images and videos are straightforward, text/file has a lot of semantics (humour, sarcasm) that cannot be understood by the machines to a precise level. Here, a more refined labeling process is involved including text categorization (sentences and phrases are tagged/classified), semantics tagging, entity tagging, and intent tagging.
Insurance Document Rectification
A leading supplemental insurance provider in the United States
Video Tagging and Attribution for TV Commercials
A leading TV ad analytics and insights provider based out of North America
EDM – eCommerce Product Data Improvement
An experienced design leader in lighting, furniture & decor items for home & office needs from North America.
Image Tagging & Review
Leading commercial goods provider in the Northern United States
Speech to Text
Leading bank in the financial sector
Web Product Data Extraction
Creates lighting solutions for controlled environment commercial crop production with global presence.
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