The advanced process of a machine to make decisions on the basis of logic involves the Artificial Intelligence technology. The creation of conversational chatbots, self-driving cars and recommendation systems clearly highlights the global impact of AI. It pervades in many parts of our lives and is considered one of the hottest areas of technology research.
Systems that have incorporated AI technologies not only act as a coded mechanized system but they also start thinking like humans. They are super powered to the level that they can execute tasks like; planning, strategizing and making decisions.
In business software, you will find the increasing use of Artificial Intelligence (AI) that helps in creating smart applications. Deep learning and machine algorithms are incorporated into the functionality of smart applications that automate business tasks.
Studies indicate that by 2024, the global artificial intelligence market is expected to reach $71 billion. It also points out that from 2019 -2024, the CAGR will be 26%.
Let’s gain in-depth knowledge and understanding of artificial intelligence.
What is Artificial Intelligence?
Artificial Intelligence is an area of computer science that goes behind the creation of intelligent machines which can function and respond like a human. They aim to produce smart devices. In the technology industry, AI is considered an indispensable part. The core facet of AI is Machine learning.
What are Key Aspects of Artificial Intelligence?
The key aspects of artificial Intelligence solutions are as follows:
Why is Artificial Intelligence important?
AI is essential due to the following reasons:
You can use AI in healthcare, sports, retail, and manufacturing.
How is Artificial Intelligence beneficial for your business?
Artificial intelligence is becoming a regularly used competitive tool. As per the research by Forrester /IDC/Narrative Science - this year across all businesses there is a 300% increase investment in AI methodology, 80% of executives say AI creates new positions and boosts productivity, 57% of businesses expect that AI will help improve customer experience and support, 20% of major retailers will use AI to personalize the brand experience from awareness through purchase, and 20% of all workers will use automated assistance technologies to make decisions and get work done.
After knowing about AI, let’s move on to artificial intelligence software.
What is Artificial Intelligence Software?
The software that is competent of intelligent behavior is known as artificial intelligence software. AI software is packed with a number of capabilities that can address key areas like reasoning, problem-solving, knowledge representation, learning, and perception.
You can see the involvement of artificial intelligence software in applications like smartphone assistant, voice and image recognition software and ATMs that read checks.
How AI has influenced various sectors?
In the various sectors, you can see the influence of Artificial intelligence:
The constant advancements in artificial intelligence applications have transformed the way of working. It enables faster, innovative new products and services, and more informed decisions which were missing in the absence of AI.
Artificial Intelligence technology is blooming to a great extent. You will find its contribution in natural language generation, speech recognition, virtual agents, machine learning platforms, AI-optimized hardware, deep learning platforms, decision management, biometrics, robotic process automation and text analytics and NLP.
If you are looking for open-source artificial intelligence tools as they are often free to use and customize, then you have landed on the apt page. From the following sections of this article you should be able to gather the knowledge and understanding of free, open-source artificial intelligence software.
Free and open-source artificial intelligence software
TensorFlow is an open-source artificial intelligence software that helps you develop and train Machine learning models. It presents the library for high-performance numerical computation. Across a variety of platforms (CPUs, GPUs, TPUs) this free AI software allows easy deployment of computation due to its flexible architecture.
With this software, you can accomplish the power of data in your business by building advanced predictive modeling applications. This software makes use of data flow graphs to build models. In perception, understanding, prediction, creation, and classification, you can make use of this software.
You will find the primary use of this software in voice/sound recognition, text-based applications, image recognition, video detection, and time-series data.The time series algorithms of TensorFlow are mainly used in the field of finance, accounting, and enterprise /resource planning.
Several companies, like Dropbox, eBay, Twitter, Uber, and Intel, make use of this application. Behind several Google tools, this AI tool works as the engine. It contains Google photos and the speech recognition found in the Google app. This software works on various platforms like desktops, clusters, mobile, and edge devices, CPUs, GPUs, and TPUs due to its easy-to-use interface and architecture.
(Source: TensorFlow)
Key features:
- Predictive Analytics
- Adaptive & Speech Recognition
- Data Ingestion
- Intuitive high-level APIs
- Easy model building
- Robust ML production
- Transfer Learning
- Multi-languages
- Workflow Automation
IBM Watson is a free, open-source AI software that provides authority to the companies to speed up the research and discovery, calculate disruptions, and improve interactions. Several businesses are taking advantage of this software to study their data, gather intellectual property, insights, and predict their future performance easily. By using cloud-based IBM platform, organizations can make more informed decisions.
It is designed for enterprises from various sectors like IoT, consumer engagement, education, healthcare, energy, finance, work, and transportation. By using advanced AI and machine learning, enterprises can discover new opportunities and update themselves about possible regulations and risks. This app will allow you to increase your productivity.
(Source: IBM Watson)
Key features:
- Personalized communication
- Risk mitigation
- Domain-specific research
- Discovery acceleration
- Interaction enrichment
- System condition monitoring
- Liabilities detection
- Disruption anticipation
- Chatbots & knowledge management
- Visual recognition & discovery news
- Speech to text & text to speech
- Natural language classifier
- Tone analyzer
- Personality insights
- Language translator & native language classifier
Apache Mahout is a distributed framework that efficiently handles the processing of the data. You can proficiently use this free AI tool for data mining in conjunction with Hadoop. Facebook, Foursquare, Twitter, LinkedIn, and Yahoo are all massive corporations that make use of this software for data mining.
Amazon and Facebook make use of recommender engines, also known as collaborative filtering to attract users and offer products by mining user behavior. In one place, this open -source artificial intelligence software groups objects of similar nature by making use of clustering feature. Summly is a Google app that shows the news from different news sites.
Facebook’s face detection and spam checker use the technique of classification that helps in deciding whether a thing justifies being a part of some type or not. Applications can analyze data faster and more effectively by using this software. You will find excellent community support in this software.
(Source: Apache Mahout)
Key features:
- Supports a community of users
- Focuses on the practical problems
- Adaptive & Chatbot
- Digital Assistants
- Extensible programming framework
- Scalable algorithms
- Clustering & Classification
- Provides appropriate documentation
- Multi-languages
- Process/Workflow Automation
- Speech recognition
4 OpenNN
OpenNN is the free, open-source artificial intelligence software that is written in C++ programming language. It provides a higher processing speed. For advanced analytics, this app works as a free neural network library. In energy, health, and marketing, this app gets to the bottom of many applications.
This free artificial intelligence software deals with machine learning solutions due to the presence of sophisticated algorithms and utilities. The machine learning solutions that are covered is regression, classification, forecasting, and association.
With universal approximation properties, this software allows the design of neural networks. The high performance of this software is its main advantage. It offers technology evaluation, proof of concept, design, and implementation.
(Source: OpenNN)
Key features:
- Digital Assistants
- Predictive Analytics
- Fast performance
- Speech recognition & multiple languages
- Unified Modeling Language (UML)
- Adaptive & Chatbot
- Virtual Personal Assistant (VPA)
- Sophisticated algorithms
- Forecasting
- Advanced analytics
Scikit-learn is the free artificial intelligence tool that provides a variety of supervised and unsupervised learning algorithms through a consistent interface. It is considered a simple and efficient tool for data mining and data analysis. In various contexts, this free open source AI software is reusable and accessible to everybody. You can consider this app if you want to bring machine learning into a production system.
This software serves as a convenient platform that can predict consumer behavior. Around the world, Scikit-learn is extensively used by commercial and research organizations. The business entities and research organizations find the module of this software easy to use as it allows performing the multitude of processes.
(Source: Scikit-learn)
Key features:
- Adaptive & data ingestion
- Clustering & Classification
- Preprocessing
- Model Selection
- Dimensionality reduction
- Regression
- Cross-Validation
- Datasets & digital Assistants
- Dimensionality Reduction
- Manifold Learning
- Machine learning
- Process/Workflow Automation
- Virtual Personal Assistant (VPA)
If you are looking for a free artificial intelligence tool, then Accord.NET is apt for your requirement. This app is a .NET machine learning framework that combines with audio and image processing libraries. This open-source AI development tool offers statistical analysis, image processing, machine learning, and mathematics and computer vision.
For creating production-grade computer vision, audition of computer, signal dispensation, statistics applications, and commercial use, you will find this software a complete framework. The structure of this software is divided into a library that includes scientific computing along with signal and image processing.
(Source:Accord.NET)
Key features:
- Data Ingestion
- Adaptive
- Support Vector Machines
- Deep learning
- Camshift object tracking
- Haar-feature image recognition
- Decision Trees along with automatic code generation
- Hypothesis Testing
- Statistical Analysis
- Hidden and conditional random fields
- Standard & multinomial logistic regression
- Second-order neural network learning algorithms
- Digital Assistants & Multi languages
- Process/Workflow Automation
- Speech recognition
7 Torch
This free, open-source artificial intelligence tool is a scientific computing framework with ample support for machine learning algorithms that places GPUs first.Torch believes in having complete flexibility and speed in building scientific algorithms. It makes the process enormously simple.
In machine learning, computer vision, parallel processing, signal processing, networking, image, video, audio, you will find that this free AI software app comes with a vast ecosystem of community-driven packages.
Consistently, this app is evolving and is used within Facebook, Twitter, NYU, Purdue, numerous research labs, and companies. It is swift and holds massive data along with new dynamic scoring.
(Source: Torch)
Key features:
- Chatbot & speech recognition
- Adaptive & Digital Assistants
- N-dimensional array
- Routines for indexing, slicing transposing
- GPU support
- Fixed with ports to iOS and Android backends
- Neural network
- Energy-based models
- Predictive Analytics
- Machine learning
Comparison chart of Aritificial Intelligence Software
Concluding statement
AI influences many real-world applications like facial recognition, language translators, and assistants like Siri, Alexa and Netflix. Not only AI is working for consumer applications but also offers significant benefits for businesses and economies by contributing to productivity growth and economies.
Across multiple industries, AI is exhibiting the extensiveness of technology applications. You will find its power in Robotics, healthcare, finance, travel and transportation, Google: smart apps, social media, e-commerce, and marketing.
In day-to-day services, AI plays an important role. We expect a lot more use of this technology in the future due to rapid growth in technology and development. The above mentioned free and open-source artificial Intelligence software solutions are capable of performing frequent and computerized task reliably. To your existing products, the open-source tools for artificial intelligence will add quality from security intelligence to investment analysis.With the best open-source AI tool, you can get unbelievable accuracy through deep learning networks.
I hope this piece of writing has made you familiar with the key features of the free and open-source AI software. In case you have come across with any of the artificial intelligence software as mentioned above, then feel free to share your valuable views on the same.
You will find the full-fledged list of the best Artificial Intelligence Software solutions in GoodFirms platform. The list will help you get familiarized with several Artificial Intelligence software along with its reviews and ratings.
