Building an Internet Scale Meme Search Engine

• sonic

  48 19,419 7.0 Rust

  🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.

If you don't need advanced search features, you can use Sonic (https://github.com/valeriansaliou/sonic). It's blazing fast and you can save lot of money on servers.

• deep-text-recognition-benchmark

  1 278 2.2 Jupyter Notebook

  PyTorch code of my ICDAR 2021 paper Vision Transformer for Fast and Efficient Scene Text Recognition (ViTSTR) (by roatienza)

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"...

• WorkOS

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• GenerativeImage2Text

  1 520 4.9 Python

  GIT: A Generative Image-to-text Transformer for Vision and Language

  

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"...

• ocrit

  1 92 10.0 Swift

  Simple command-line utility for performing OCR using Apple's Vision framework

There's ocrit, a CLI utility using Apple's Vision framework for OCR: https://github.com/insidegui/ocrit

• macOCR

  18 2,204 0.0 Swift

  Get any text on your screen into your clipboard.

Pretty insane. If you don’t want to use iPhones, I made a while back macOCR which uses the same vision APIs, with a very simple CLI interface. See: https://github.com/schappim/macOCR

• InfluxDB

  www.influxdata.com sponsored

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