![]() ![]() Automatic image annotations for blind people Still, the current state of technology already makes it possible. Note: Creating descriptions for videos is a much more complicated task. Here it serves as an alternative to CNN categorization and helps to increase traffic and revenue. Moreover, captions allow checking whether the image suits the platform’s rules where it is going to be published. The technology could also determine the type of item, material, color, pattern, and fit of clothing for online stores.Īt the same time, image captioning can be implemented by a photo-sharing service or any online catalog to create an automatic meaningful description of the picture for SEO or categorizing purposes. In this case, AI recognizes the image and generates attributes – these can be signatures, categories, or descriptions. For instance, it can simplify users’ life when they upload an image to an online catalog. In this case, the automatic creation of tags by photo is being carried out. He definitely has a point as there is already the vast scope of areas for image captioning technology, namely: Image tagging for eCommerce, photo-sharing services and online catalogs “Image captioning is one of the core computer vision capabilities that can enable a broad range of services,” said Xuedong Huang, a Microsoft technical fellow and the CTO of Azure AI Cognitive Services in Redmond, Washington. AI-driven image tagging and description use cases The AI part onboards CNNs (convolutional neural networks) and RNNs (recurrent neural networks) or any other applicable model to reach the target.īefore moving forward to the technical details, let’s find out where image captioning stands. Also, we deploy a model capable of creating a meaningful description of what is displayed on the input image.Īs a vision-language objective, image captioning could be solved with the help of computer vision and NLP. This article covers use cases of image captioning technology, its basic structure, advantages, and disadvantages. This technology could help blind people to discover the world around them. The automatic creation of tags corresponds with a downloaded photo. ![]() Better performance, accuracy, and reliability make smooth and efficient image captioning possible in different areas – from social media to e-commerce. ![]() Technologies applied to turning the sequence of pixels depicted on the image into words with Artificial Intelligence aren’t as raw as five or more years ago. ![]()
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