Full Page Handwriting Recognition Model using Tensorflow

Kapalı İlan edilme: 3 ay önce Teslim sırasında ödenir
Kapalı Teslim sırasında ödenir

I am looking for a freelancer who can create and train a deep learning model that can accurately recognize handwritten text from paragraphs and documents.. The ideal candidate should have experience in the following:

- Deep Learning Model Creation and Training

- Image Recognition and Natural Language Processing

- Working with both image and text data

- Using TensorFlow as the preferred deep learning framework

- Transfer Learning

- The model will be trained on dataset with Hindi and Bengali Handwriting.

The project will involve the following tasks:

- Creating a deep learning model using TensorFlow for Full Page Handwriting Recognition

- The model will be based on the architecture used here: [login to view URL]

- Resnet 152 (Initial weights can be taken from as the ImageNet.

- I will provide you with images and corresponding annotated text files (after the model creation is done).

- The images are of different sizes thus need to make a preprocessing file to bring all the images to same size before you input it to the model.

- Training the model using the prepared data

- Testing and evaluating the model's accuracy and performance

-The code should be modular and easy to understand. (Well Commented).

The candidate should have expertise in developing deep learning models and be able to deliver high-quality results within the given timeframe.

The deliverables include:

- Full Model code (working)

- The fine tunned resnet-152 weights and other weights of the fine tuned model.

I need the task to be done with priority ( Model creation should not take more than 3-4 days and training 1 day).

Budget: INR 3500-4000

Tensorflow Keras Computer Vision Deep Learning Python

Proje NO: #36714868

Proje hakkında

10 teklif Uzak proje Aktif 2 ay önce

Bu iş için 10 freelancer ortalamada ₹4770 teklif veriyor


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Hello, my name is Hashir and I am a professional Full Stack developer with extensive experience in Data Science, Python and Deep Learning. I understand that you are looking for a freelancer to create and train a deep l Daha Fazla

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Dear Client, I have lots of experience with python programming, in which includes the following tools i am familiar with, flask, tensorflow, scikit learn, manim, numpy, pandas, matplotlib, also i have two ML models alr Daha Fazla

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I have recently worked on a project similar to the above. I am well versed with deep learning and Python scripts at the moment as I am working on various deep learning techniques and projects at the moment. Can help yo Daha Fazla

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Greetings, I am an experienced AI Practitioner with a strong background in hackathons, internships, and academic achievements. I am excited about your job posting for a freelancer for creating and training a deep lear Daha Fazla

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