Full Page Handwriting Recognition Model using Tensorflow

Suljettu Julkaistu 3 kuukautta sitten Maksettu toimituksen yhteydessä
Suljettu Maksettu toimituksen yhteydessä

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

Projektin tunnus: #36714868

Tietoa projektista

10 ehdotusta Etäprojekti Aktiivinen 2 kuukautta sitten

10 freelanceria on tarjonnut keskimäärin ₹4770 tähän työhön


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