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Use Convolutional Recurrent Neural Network to recognize the Handwritten Word text image without pre segmentation into words or characters. Use CTC loss Function to train.

License: MIT License

Python 72.98% CSS 4.70% JavaScript 1.53% HTML 20.79%
cnn blstm handwritten-text-recognition tensorflow nepali-handwritten-recognition deep-learning devnagari-handwritten-recognition crnn-ocr

devnagari-handwritten-word-recongition-with-deep-learning's Introduction

Hi there ๐Ÿ‘‹ I'm Sushant Gautam

I'm a Computer Vision/Machine Learning Engineer. I enjoy researching important AI real problems. I'm excited to put machine learning to good use.
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  • ๐ŸŒฑ Research Areas: Computer Vision: Object Detection and tracking, GANs, segmentation etc.

  • ๐Ÿ‘ฏ Iโ€™m looking to collaborate on Open Source Projects & Research in Deep Learning.

  • ๐Ÿฅ… 2024 Goals: Read more Deep Learning research papers and try to build from scratch, including computer vision, GANs, few-shot learning, NLP, Image Segmentation, etc. I am looking forward to getting the AWS ML Specialization Certification exam.

  • ๐Ÿ’ฌ Ask me about Deep Learning - Computer Vision, Python, JAVA, and C++.

  • โšก Fun fact: I love to do unique projects and simplify concepts in Deep Learning.

  • ๐Ÿ“ซ How to reach me:

    • Portfolio
    • LinkedIn

๐Ÿ“• Latest Blog Posts. See all posts in Medium

Connect with me:

susan-gautam 7338066 @susant

Sushant's github stats

โšก Technologies I use

arduino aws bash c cplusplus docker flask gcp git html5 java linux mongodb mysql opencv python pytorch scikit_learn tensorflow


Important Repository

๐Ÿ’พ Deep Learning Paper Reading ๐Ÿ”—

Thanks for visit my profile.

devnagari-handwritten-word-recongition-with-deep-learning's People

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devnagari-handwritten-word-recongition-with-deep-learning's Issues

Flask deployment

Can you tell me how you deployed this model using flask because tf.1 support is now deprecated and maximum youtube channels deploy using .h5 files

ERROR WHILE IMPLIMENTING THE CODE

Respected sir and all group members,

I am very beginner to python as well as machine learning.

Please help me to solve this error.

My Implementation platform information is as under.

_Server Information:
You are using Jupyter notebook.

The version of the notebook server is: 6.0.1
The server is running on this version of Python:
Python 3.7.4 (default, Aug 9 2019, 18:34:13) [MSC v.1915 64 bit (AMD64)]

Current Kernel Information:
Python 3.7.4 (default, Aug 9 2019, 18:34:13) [MSC v.1915 64 bit (AMD64)]_

I got the errors like:

'Traceback (most recent call last):',
' File "main.py", line 177, in ',
' main()',
' File "main.py", line 154, in main',
' loader = DataLoader(FilePaths.fnTrain, Model.batchSize, Model.imgSize, Model.maxTextLen)',
' File "C:\Users\BHARGAV\DHWRDL\src\DataLoader.py", line 49, in init',
' print(lines[2])',
' File "C:\ProgramData\Anaconda3\lib\encodings\cp1252.py", line 19, in encode',
' return codecs.charmap_encode(input,self.errors,encoding_table)[0]',
"UnicodeEncodeError: 'charmap' codec can't encode characters in position 28-32: character maps to "]

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