In this Image To Speech Convert Machine Learning Project, the content is extracted from images with OCR; then, it is provided as the input for conversion to speech.
This project aims to develop a tool that takes an image as input and extracts characters like symbols, alphabets, and digits from it. The image can include a Printed document. It is used as a type of data entry from the printed records. Our Image To Speech Convert Machine Learning Project is based on Machine learning. The system can recognize the supply of a lot of data set as input to the software, and a similar pattern can be taken out from them.
It is a challenge in artificial intelligence to enable natural communications between computers and people with multiple modalities. It is generally desirable to convert information between the same patterns. The conversion between image and speech using speech recognition and speech synthesis is an excellent example of it.
This Image To Speech Convert Machine Learning Project will develop picture–to–text synthesis algorithms that can automatically produce text from original images so that the writing conveys the primary meaning of the image. Key components include extracting relevant information from the picture, generating corresponding documents, composing the text from a coherent picture, and lastly, evaluation. Our projects use statistical machine learning and draw ideas from text summarization, automatic machine translation, image-to-text synthesis, graphics, and computer vision.
Picture-to-text synthesis is likely to have several significant impacts. It can improve literacy across a collection of groups, including kids, with the need for support in learning to read, and adults who want to learn a second language.
Like most other machine learning projects, Image To Speech Convert Machine Learning Project also requires data from a wide range of environments to perform accurately. Keeping this in mind, our developers have put together a list of the top publicly available image recognition datasets. Please browse our catalog and choose the best one for you.
Python Machine Learning Project on Image to Speech Convertor
Static Pages and other sections :
These static pages will be available in project Image to Speech Convertor
- Home Page with good UI
- Home Page will contain an animated slider for images banner
- About us page will be available which will describe about the project
- Contact us page will be available in the project
Technology Used in the project Image to Speech Convertor
We have developed this project using the below technology
- HTML : Page layout has been designed in HTML
- CSS : CSS has been used for all the desigining part
- Python : All the business logic has been implemented in Python
- MySQL : MySQL database has been used as database for the project
- Django : Project has been developed over the Django Framework
Supported Operating System
We can configure this project on following operating system.
- Windows : This project can easily be configured on windows operating system. For running this project on Windows system, you will have to install Python, PIP, Django.
- Linux : We can run this project also on all versions of Linux operating system
- Mac : We can also easily configured this project on Mac operating system.