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crnn-base-fa-64x256

hezarai / crnn-base-fa-64x256

Run on huggingface.co
huggingface.co
Total runs: 88
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: June 09 2024
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Introduction of crnn-base-fa-64x256

Model Details of crnn-base-fa-64x256

A CRNN model for Persian OCR. This model is based on a simple CNN + LSTM architecture inspired by this paper . More info about data and training will be provided soon.

Note that this model is only optimized for scanned documents and supports input characters of up to 32 (For an end-to-end OCR pipeline, use a text detector model first to extract text boxes preferrably in word-level and then use this model), but it can be used to be fine-tuned on other domains like license plate or handwritten texts.

Limitations

This model is best suited for Persian alphabet and lacks the ability to recognize numbers and digits properly. We'll soon retrain this model to fit all scenarios.

Usage 
pip install hezar

from hezar.models import Model

crnn = Model.load("hezarai/crnn-base-fa-64x256")
texts = crnn.predict(["sample_image.jpg"])
print(texts)

Runs of hezarai crnn-base-fa-64x256 on huggingface.co

88
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About crnn-base-fa-64x256 huggingface.co Model

crnn-base-fa-64x256 huggingface.co

crnn-base-fa-64x256 huggingface.co is an AI model on huggingface.co that provides crnn-base-fa-64x256's model effect (), which can be used instantly with this hezarai crnn-base-fa-64x256 model. huggingface.co supports a free trial of the crnn-base-fa-64x256 model, and also provides paid use of the crnn-base-fa-64x256. Support call crnn-base-fa-64x256 model through api, including Node.js, Python, http.

crnn-base-fa-64x256 huggingface.co Url

https://huggingface.co/hezarai/crnn-base-fa-64x256

hezarai crnn-base-fa-64x256 online free

crnn-base-fa-64x256 huggingface.co is an online trial and call api platform, which integrates crnn-base-fa-64x256's modeling effects, including api services, and provides a free online trial of crnn-base-fa-64x256, you can try crnn-base-fa-64x256 online for free by clicking the link below.

hezarai crnn-base-fa-64x256 online free url in huggingface.co:

https://huggingface.co/hezarai/crnn-base-fa-64x256

crnn-base-fa-64x256 install

crnn-base-fa-64x256 is an open source model from GitHub that offers a free installation service, and any user can find crnn-base-fa-64x256 on GitHub to install. At the same time, huggingface.co provides the effect of crnn-base-fa-64x256 install, users can directly use crnn-base-fa-64x256 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

crnn-base-fa-64x256 install url in huggingface.co:

https://huggingface.co/hezarai/crnn-base-fa-64x256

Url of crnn-base-fa-64x256

crnn-base-fa-64x256 huggingface.co Url

Provider of crnn-base-fa-64x256 huggingface.co

hezarai
ORGANIZATIONS
huggingface.co

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