deep-text-recognition-benchmark

PyTorch code of my ICDAR 2021 paper Vision Transformer for Fast and Efficient Scene Text Recognition (ViTSTR) (by roatienza)
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  • Building an Internet Scale Meme Search Engine
    5 projects | news.ycombinator.com | 11 Jan 2023
    https://github.com/roatienza/deep-text-recognition-benchmark (available weights are for tasks that seem similar to OCR so there is a good chance you can use it out of the box). With a good gpu it should process hundreds to thousands image per seconds, so you likely can build your index in less than a day. (Maybe you can even port it to your iphone stack :) )

    https://github.com/microsoft/GenerativeImage2Text (You'll probably have to train on your custom dataset that you have constituted)

    There are tons of other freely available solutions that you can get with a search for things with keywords like "image to text ocr" "transformers" "visual transformers"...

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over 2 years ago

roatienza/deep-text-recognition-benchmark is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of deep-text-recognition-benchmark is Jupyter Notebook.

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