COCO-Text: Dataset and Benchmark for Text Detection and Recognition in NaturalImages
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Finding words hidden in everyday photos

Imagine your phone could spot every sign, sticker, or scribble in a busy street photo — even the faint ones. This project looks at how well computers can find and read text in photos taken from real life, not staged shots. The images come from common scenes so they show a big mix of styles, angles, and lighting, which makes the task hard and fun. Volunteers marked where words are, if they are printed or written by hand, and if people can read them — some are clear, some are not. Testing gives a sense what works today and what still fails, so researchers know where to push next. Results show progress, but also many surprises; many words are missed or read wrong when the photo is messy or the text is tiny. This work helps make tools that…

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