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Image annotation for machine learning brings in unique capabilities for a wide range of businesses. Startups to MNCs are leveraging image annotation services to decode the true value of image data.
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Decoding the True Potential of Visual Data with Image Recognition Services
Table of Contents 1 Introduction 2 • Image Recognition for Machine Learning – Use Cases • Product Discoverability with Visual Search • Face Recognition on Social Media • Stock Imagery Websites • Creative Campaigns and Marketing • Augmented Reality Gaming and applications 3 Conclusion
Introduction Image recognition Services technology has transformed the way visual data is pooled and processed. Faster detection of objects in real-time with assured accuracy, impressive face recognition mechanics, and improved augmented reality—all are made possible with image recognition, powered by machine learning.
Image Recognition for Machine Learning – Use Cases • Product Discoverability with Visual Search • Face Recognition on Social Media • Stock Imagery Websites • Creative Campaigns and Marketing • Augmented Reality Gaming and applications
Product Discoverability with Visual Search Online retailers dealing in verticals such as fashion, home décor, furniture, etc. can implement image-based search feature in their applications and software systems. It offers product recommendation based on actual similarity, increases the conversion rate, and decreases shopping cart abandonment.
Face Recognition on Social Media Though face recognition is a sensitive ground, yet it is integrated by platforms such as Face book, Instagram, Snap chat, etc. to improve user’s experience. Objects and scenes in the photo uploaded are recognized way before the user enters description.
Stock Imagery Websites Image recognition speeds up millions of searches on various stock websites daily. Content contributors have to tag large volumes of visual material with proper keywords for indexing; otherwise, it cannot be discovered by buyers.
Creative Campaigns and Interactive Marketing Advertising and marketing agencies are exploring the possibilities of image recognition for interactive and creative campaigns. For example, useful data from an image posted by the user can be gauged out using OCR.
Augmented Reality Gaming and Applications The gaming arena strategically combines augmented reality with image recognition Servicesto their advantage. Developers use this to create real-life gaming characters and environments. It holds the key to generating new experiences and user interfaces.
Conclusion Image recognition clubbed with machine learning holds the potential to transform businesses. Engaging professional services enables them to expand paradigms by harnessing the true potential of visual data and making most of it.
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