Flutter with tensor flow in python
Python is an object oriented programming language which is highly interpreted and is highly interactive. Python was created by Guido van Rossum in the year 1985 – 1990 .The source code of python is available in GNU General Public License ( GPL ) .
It is mainly used to build applications and also to build projects. It supports garbage collection automatically. It is portable and also very easy to learn , read and maintain. Python just contains the soft code rather compared to hard code whereas C language consists of hard code.
Flutter is a type of programming language. It is used as a frame work for front end web development. Flutter is mainly helpful to design app development by maintaining a consistent user experience. There are also some backend applications in flutter app.
Inorder to use flutter first we should have a good knowledge in python. Because it is an app development so before starting with an app development we should have knowledge in any of the programming language such as python , C , Java etc.
Flutter is completely frontend and also it is full stack which in turn consists of front end , back end and devops. Flutter is created by google developers to create and build the applications. Flutter applications are used as drag and drop features.
Flutter is also treated as online no – code tool. Flutter is an open source software development tool which is used to build soft and easy app development. Inorder to create application in flutter we need to follow the following steps.
Steps involved in creating application in flutter :
Step – 1 : The first step in creating mobile application in flutter is installing the android studio. Android studio is used to build applications in android phones , TV etc.
Step – 2 : After installing the android studio the next step is to install the flutter and dart. Where flutter is used for application development and dart is a language which consists of advanced features.
Step – 3 : After completion of flutter and dart plugins the next step is to create the project in flutter.
Step – 4 : After creating the project in the flutter we need to run the project that is created using the flutter doctor.
Step – 5 : After completion of the creating and running the flutter project we need to code the application that we want to build using flutter.
Step – 6 : While coding the application then the next step is to use some of the external packages which will be used in application.
Step – 7 : After completing the code using the external packages then the application is ready but the next step that should be done is adding the stateful Widgets to the application.
And hence our application is built using the flutter.
Backend in flutter:
There are also backend frame works in the flutter applications. Some of the back end applications or options involved in flutter are as shown below :
- AWS Amplify
Tensor flow is an open source platform which is end to end encrypted in machine learning. It provides collection of models using python , java script. It is a library used for numerical computations to develop.
Flutter has more flexible, comprehensive tools. We can use flutter with tensor flow and tensor flow lite as an interpreter to perform the inference. It is mainly used in tensor flow libraries to iOS and also to Android.
There are also many advantages and disadvantages using the flutter.
Advantages of flutter:
- Flutter works as single code base for all the platforms
- And also there are many number of possibilities using the widgets and all other external packages.
- And also the flutters consists of rich libraries which may give the best results.
- It is used to test as fast as possible using hot reload.
Disdvantages of flutter :
- Flutter has a disadvantage that is there is a flaw in the developers.
- An other disadvantage involved in flutter is limited set of the libraries and tools.
- And the file size is maximum which inturn becomes a drawback.
- Also flutter has weak iOS support.
- There is also a lack of password manager support.