According to the survey, Artificial Intelligence has the potential to expand rates of profitability by approximately 38% by 2035. The growth in Artificial Intelligence has added new trends in the software development arena.
The way AI technology is transforming the different industries and affecting human life at every step, AI-based software development tools and frameworks have become an urgent need for many businesses.
Top 7 AI-based software development Tools and Frameworks that will rule in 2020: 1. TensorFlow
According to the statistics, the AI framework, TensorFlow, is ranked as the most powerful tool for developing applications.
TensorFlow, the AI library, was launched by engineers and researchers working with Google Brain in 2015. This framework was solely designed and developed to support and handle high-volume numerical computations without any flaws.
TensorFlow is easy to access and simple to deploy on multiple platforms such as Linux, Mac OS, and Windows. Nowadays, it has become the first choice for many mobile app development companies.
Features of TensorFlow
Torch consists of the scripting language Lua and comes with C implementation. This makes it fast and enables in providing efficient GPU support to the artificial intelligence development company.
Features of Torch
Microsoft Cognitive Toolkit is an open-source standalone ML toolkit that combines various model types like recurrent networks (RNNs/LSTMs), convolutional nets (CNNs), and feed-forward DNNs.
Microsoft CNTK is simple to use. It is a commercial-grade open-source toolkit that guides deep learning algorithms to learn and work like the human brain.
Features of Microsoft CNTK
OpenNN is an open-source software library written in C++. It is specially designed for advanced Machine Learning research. OpenNN comes with extensive code-testing and unit testing features. Because of these features, it ensures outstanding memory management and high processing speed.
As OpenNN consists of sophisticated algorithms and utilities, developers can create a neural network model without any programming.
Features of OpenNN
Since 2017, Caffe has been one of the most popular software development frameworks in the field of AI. It is created by keeping speed, expressiveness, and modularity in mind. The majority of the software development companies choose Caffe for AI development as it offers an extensible code that can help in the active development process.
Features of Caffe
Rainbird, a completely automated AI-based framework, helps businesses to create models that consist of a business structure, rules that contribute to decision- making, and a knowledge map.
The Rainbird has two main components, the Rainbird Cognitive Reasoning Engine (the runtime), and the Rainbird Authoring Platform (the builder).
Rainbird is one of the best AI-driven platforms. It enables businesses to build systems that can make smarter decisions like humans.
The motive of Rainbird is to create a perfect relation between Humans and AI and expand their decision making powers.
Features of Rainbird
Theano, a robust Python library, allows the users to define, optimize, and analyze numerical expressions that involve multi-dimensional arrays with top-level accuracy. This framework also ensures high efficiency in its operations with the transparent use of GPU for carrying out the data computation.
Features of Theano
Artificial Intelligence the present and future in the world custom software development. Projects like Google’s brain encourages the software development companies in India to come up with innovative software by using the above listed top AI-based software development frameworks that the majority of uses. If you want to get AI-based custom software for your company, you can contact the custom software developers of OpenXcell.
The way AI technology is transforming the different industries and affecting human life at every step, AI-based software development tools and frameworks have become an urgent need for many businesses.
Top 7 AI-based software development Tools and Frameworks that will rule in 2020: 1. TensorFlow
According to the statistics, the AI framework, TensorFlow, is ranked as the most powerful tool for developing applications.
TensorFlow, the AI library, was launched by engineers and researchers working with Google Brain in 2015. This framework was solely designed and developed to support and handle high-volume numerical computations without any flaws.
TensorFlow is easy to access and simple to deploy on multiple platforms such as Linux, Mac OS, and Windows. Nowadays, it has become the first choice for many mobile app development companies.
Features of TensorFlow
- Its flexible structure allows users to develop neural networks by using data flowgraphs.
- TensorFlow is available for multiple languages like Javascript, Go, Python, C++, and more.
- The fast access feature benefits in the software app development process.
Torch consists of the scripting language Lua and comes with C implementation. This makes it fast and enables in providing efficient GPU support to the artificial intelligence development company.
Features of Torch
- It offers fast and efficient GPU support.
- Torch offers a powerful N-dimensional array.
Microsoft Cognitive Toolkit is an open-source standalone ML toolkit that combines various model types like recurrent networks (RNNs/LSTMs), convolutional nets (CNNs), and feed-forward DNNs.
Microsoft CNTK is simple to use. It is a commercial-grade open-source toolkit that guides deep learning algorithms to learn and work like the human brain.
Features of Microsoft CNTK
- Microsoft CNTK supports multiple languages, including C++, Java, C#, Python, and more.
- Provide documentation with distributed training.
- It boasts a flexible structure.
OpenNN is an open-source software library written in C++. It is specially designed for advanced Machine Learning research. OpenNN comes with extensive code-testing and unit testing features. Because of these features, it ensures outstanding memory management and high processing speed.
As OpenNN consists of sophisticated algorithms and utilities, developers can create a neural network model without any programming.
Features of OpenNN
- As it consists of various functions, it can quickly solve many real-world applications in health, energy, marketing, and many more.
- For advanced ML research, OpenNN is free.
Since 2017, Caffe has been one of the most popular software development frameworks in the field of AI. It is created by keeping speed, expressiveness, and modularity in mind. The majority of the software development companies choose Caffe for AI development as it offers an extensible code that can help in the active development process.
Features of Caffe
- Caffer’s architecture encourages innovation and speed.
- It offers extensive community support.
- It can process more than 60M images per day.
Rainbird, a completely automated AI-based framework, helps businesses to create models that consist of a business structure, rules that contribute to decision- making, and a knowledge map.
The Rainbird has two main components, the Rainbird Cognitive Reasoning Engine (the runtime), and the Rainbird Authoring Platform (the builder).
Rainbird is one of the best AI-driven platforms. It enables businesses to build systems that can make smarter decisions like humans.
The motive of Rainbird is to create a perfect relation between Humans and AI and expand their decision making powers.
Features of Rainbird
- It provides real-time analytics reports and insights to the enterprises for smart actions.
- Rainbird offers a smart UI and quick data import process.
Theano, a robust Python library, allows the users to define, optimize, and analyze numerical expressions that involve multi-dimensional arrays with top-level accuracy. This framework also ensures high efficiency in its operations with the transparent use of GPU for carrying out the data computation.
Features of Theano
- Theano can test the code extensively.
- It is completely optimized for GPU and CPU.
- Theano can carry out in-depth learning research.
- It is highly efficient for numerical computational tasks.
Artificial Intelligence the present and future in the world custom software development. Projects like Google’s brain encourages the software development companies in India to come up with innovative software by using the above listed top AI-based software development frameworks that the majority of uses. If you want to get AI-based custom software for your company, you can contact the custom software developers of OpenXcell.