/Bangla_Character_Level_Text_Generator

Bangla Text generator Character Level

Primary LanguageJupyter Notebook

Bangla Text generator Character Level

This project generates certain level of Bangla character based on a given number and some Bangla character as a context value. To make it workable, a Recurrent Neural Network Model is trained on Bangla Wiki corpus and it achieves a satisfactory level performance.

Dependecies

  1. This project is tested on CPU Core i5 (6th Gen), 8 GB RAM
  2. Tensorflow 1.13.1
  3. Python 3.6.7
  4. Keras 2.2.4

Requirements

Install requirements packages by running the following command
pip install -r requirments.txt

Data-Set

Keep Bangla wiki corpus data into data forlder.

Results

This model predicts next 100 Bangla Character after giving input "বাংলা" into the model.