deep-text-recognition-benchmark
ocrit
deep-text-recognition-benchmark | ocrit | |
---|---|---|
1 | 1 | |
278 | 107 | |
- | - | |
2.2 | 5.5 | |
about 1 month ago | about 2 months ago | |
Jupyter Notebook | Swift | |
Apache License 2.0 | BSD 2-clause "Simplified" License |
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deep-text-recognition-benchmark
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Building an Internet Scale Meme Search Engine
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
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Building an Internet Scale Meme Search Engine
There's ocrit, a CLI utility using Apple's Vision framework for OCR: https://github.com/insidegui/ocrit
What are some alternatives?
GenerativeImage2Text - GIT: A Generative Image-to-text Transformer for Vision and Language
Transformer-Explainability - [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
Calliar - A dataset for online Arabic calligraphy. A collection of 2500 annotated calligraphic styles.
sonic - 🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
macOCR - Get any text on your screen into your clipboard.
Transformers-Tutorials - This repository contains demos I made with the Transformers library by HuggingFace.