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Though textual documents formats such as PDF or Microsoft Word are most commonly used to share textual information, still there are many cases, when documents are paper based and are exchanged in the form of images or PDF scans. And it might occur, that one needs document summary rather then the doc itself. GroupDocs AI Image summarization app enables users to quickly extract and understand the key information from lengthy physical documents without reading them in full, saving time, enhancing productivity and improving accessibility.
Explosive development of Deep Learning and neural networks in the recent years gives us the possibility to perform such complicated tasks as image to text recognition and further summarization. Combining attention mechanisms to focus on relevant parts of the image and transformers for improved accuracy in noisy image scenarios, OCR provides a top quality text recognition result, and transformer architecture along with knowing patterns and word dependencies, allows to understand the meaning of the text and its key points to perform summarization.
This free online AI application powered by GroupDocs Rewriter can recognize text on your images or scanned documents and summarize it just in one click. The application can summarize image files hosted on websites without downloading them to your computer. It works on any device, including smartphones.