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crnn-base-fa-v1

hezarai / crnn-base-fa-v1

Run on huggingface.co
huggingface.co
Total runs: 77
24-hour runs: 0
7-day runs: 13
30-day runs: -35
Model's Last Updated: April 14 2025
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Introduction of crnn-base-fa-v1

Model Details of crnn-base-fa-v1

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-v1")
texts = crnn.predict(["sample_image.jpg"])
print(texts)

Runs of hezarai crnn-base-fa-v1 on huggingface.co

77
Total runs
0
24-hour runs
4
3-day runs
13
7-day runs
-35
30-day runs

More Information About crnn-base-fa-v1 huggingface.co Model

crnn-base-fa-v1 huggingface.co

crnn-base-fa-v1 huggingface.co is an AI model on huggingface.co that provides crnn-base-fa-v1's model effect (), which can be used instantly with this hezarai crnn-base-fa-v1 model. huggingface.co supports a free trial of the crnn-base-fa-v1 model, and also provides paid use of the crnn-base-fa-v1. Support call crnn-base-fa-v1 model through api, including Node.js, Python, http.

crnn-base-fa-v1 huggingface.co Url

https://huggingface.co/hezarai/crnn-base-fa-v1

hezarai crnn-base-fa-v1 online free

crnn-base-fa-v1 huggingface.co is an online trial and call api platform, which integrates crnn-base-fa-v1's modeling effects, including api services, and provides a free online trial of crnn-base-fa-v1, you can try crnn-base-fa-v1 online for free by clicking the link below.

hezarai crnn-base-fa-v1 online free url in huggingface.co:

https://huggingface.co/hezarai/crnn-base-fa-v1

crnn-base-fa-v1 install

crnn-base-fa-v1 is an open source model from GitHub that offers a free installation service, and any user can find crnn-base-fa-v1 on GitHub to install. At the same time, huggingface.co provides the effect of crnn-base-fa-v1 install, users can directly use crnn-base-fa-v1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

crnn-base-fa-v1 install url in huggingface.co:

https://huggingface.co/hezarai/crnn-base-fa-v1

Url of crnn-base-fa-v1

crnn-base-fa-v1 huggingface.co Url

Provider of crnn-base-fa-v1 huggingface.co

hezarai
ORGANIZATIONS
huggingface.co

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