Best Artificial Neural Network Software - Page 4

How Many Artificial Neural Network Software Products Does G2 Track?

Total Products under this Category: 122

Category Stats (Oct 2026)

  • Average Rating: 4.28/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: PyTorch (+0.42%) - Among all products in this category, PyTorch recorded the largest rating increase compared to last month

Last updated: October 26, 2026

How Does G2 Rank Artificial Neural Network Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 600+ Authentic Reviews
  • 122+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Artificial Neural Network Software

G2 Grid® for Artificial Neural Network Software plotting products by satisfaction and market presence

Highlighted products: Google Cloud Deep Learning VM Image, Google Cloud Deep Learning Containers, AWS Deep Learning AMIs, AIToolbox, Microsoft Cognitive Toolkit (Formerly CNTK), Knet, Merlin, and ConvNetJS.

Underlying data: [Grid® JSON](https://www.g2.com/categories/artificial-neural-network/grids.json?focus%5B%5D=google-cloud-deep-learning-vm-image&focus%5B%5D=google-cloud-deep-learning-containers&focus%5B%5D=aws-deep-learning-amis&focus%5B%5D=aitoolbox&focus%5B%5D=microsoft-cognitive-toolkit-formerly-cntk&focus%5B%5D=knet&focus%5B%5D=merlin&focus%5B%5D=convnetjs)

OmniML

OmniML is an enterprise artificial intelligence (AI) company that aims to effortlessly empower AI everywhere.

Average Rating: 3.0/5.0

Total Reviews: 1

How Do G2 Users Rate OmniML?

  • Ease of Use: 6.7/10 (Category avg: 8.1/10)
  • Quality of Support: 6.7/10 (Category avg: 8.0/10)

Who Is the Company Behind OmniML?

Who Uses This Product?

  • Company Size: 100% Small

Strong Compute

Easy and Blazing fast procurement, command and control for AI compute.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Strong Compute?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Strong Compute?

Zama

Build Applications with‍ Fully Homomorphic Encryption (FHE). Zama is an open source cryptography company building state-of-the-art FHE solutions for blockchain and AI.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Zama?

  • Ease of Use: 5.0/10 (Category avg: 8.1/10)
  • Quality of Support: 5.0/10 (Category avg: 8.0/10)

Who Is the Company Behind Zama?

  • Seller: Zama
  • Year Founded: 2020
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    158 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Zama?

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Accord.NET Framework

Accord.NET Framework is a .NET machine learning framework combined with audio and image processing libraries completely written in C#, it is a framework for building production-grade computer vision, computer audition, signal processing and statistics applications even for commercial use

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Accord.NET Framework?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Accord.NET Framework?

What Are G2 Users Discussing About Accord.NET Framework?

AI Architectures

AI Architectures is a browser-based AI design tool made by 20Vision GmbH in Vienna, Austria. It turns a photo, a hand sketch, a drawing or a written description into an architectural image or a floor plan, usually in about 30 seconds. It needs no installation and no 3D model. The account covers three products: AI Architectures (ai-architectures.com) makes images. Homeowners and contractors upload a photo of a real house, room or yard and preview one change, such as a pergola, a deck, a fence or a removed wall, while the rest of the photo stays the same. Architects and developers turn sketches, elevations and SketchUp, Revit, Rhino or ArchiCAD model views into photoreal exterior and interior renders, or describe a new building in text. Real estate agents use the Listing Kit for virtual staging, day-to-twilight conversion and listing photo fixes. Results download as 2K PNG or JPG, or 4K with the 4K pack. AI Architectures Floor Plans (floorplan.ai-architectures.com) redraws a hand sketch, a phone photo of an old plan or a scan as a clean, labeled 2D floor plan. The result downloads as an image, and a DXF (beta) export traces it into vector linework for an AutoCAD, Revit or SketchUp underlay. Plan Chat (plans.ai-architectures.com) designs a whole house from one message, for example "4 bedroom farmhouse, open kitchen, 2,700 sq ft". It returns a dimensioned floor plan with room sizes, a 3D model and renders, with PDF, DXF, IFC (BIM) and GLB files. You then ask for changes in plain words; it reworks the plan, keeps the other rooms in place and reports what changed. Every version can be restored. Pricing: paid plans only, no free tier. Starter costs $29 per month for 50 generations ($14.50 for the first month), Pro $79 for 200, and Studio $199 for unlimited 2K generations plus 500 4K renders. Billed yearly, the monthly price is $19, $59 and $149. One account and one plan work on all three sites. Commercial use of the results is included, and plans can be cancelled at any time. What it is for: seeing an idea before spending money on it, such as a remodel before calling a contractor, a design option before a client meeting, a clean plan to send to a builder or use in a listing, or a first house layout to discuss with an architect. What it is not: the plans and images are concepts, not permit or construction documents. There is no structural or building-code check, and a licensed professional has to review a design before anyone builds it. AI-generated remodel and staging images should be labeled as such in listings. Product facts: https://ai-architectures.com/facts

Who Is the Company Behind AI Architectures?

Aimotive

aiMotive is a leading automotive technology company specializing in automated driving solutions. Their integrated product portfolio includes aiData, aiSim, and aiWare, designed to enable OEMs to develop and deploy scalable automated driving features efficiently. By combining advanced data tools with embedded solutions, aiMotive helps reduce development costs and accelerate time-to-market for automotive players. Key Features and Functionality: - aiData: A comprehensive data pipeline that automates data collection, annotation, and synthetic training data generation, ensuring high-quality datasets for developing safe automated driving solutions. - aiSim: A virtual validation suite offering scalable, high-fidelity sensor and environment simulation for real-time testing, facilitating the validation of complex automated driving systems from concept to production. - aiWare: A high-performance neural processing unit (NPU) IP core delivering up to 98% efficiency for a wide range of automotive neural networks, designed for power-efficient, low-latency AI inference in automotive applications. Primary Value and User Solutions: aiMotive's solutions address the critical challenges in automated driving development by providing an end-to-end toolchain that enhances data processing, simulation, and AI inference capabilities. This holistic approach enables automotive manufacturers to bridge technology gaps, reduce development costs, and accelerate the deployment of advanced driver-assistance systems (ADAS) and autonomous driving features, ultimately contributing to safer and more efficient vehicles on the road.

Who Is the Company Behind Aimotive?

  • Seller: Aimotive
  • Year Founded: 2015
  • HQ Location: Budapest, HU
  • LinkedIn® Page: www.linkedin.com
    312 employees on LinkedIn®

Anthrogen

Who Is the Company Behind Anthrogen?

  • Seller: Anthrogen
  • Year Founded: 2024
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Apache SINGA

Apache SINGA is an Apache Top Level Project, focusing on distributed training of deep learning and machine learning models

Who Is the Company Behind Apache SINGA?

  • Seller: Apache
  • Year Founded: 1999
  • HQ Location: Houston, US
  • LinkedIn® Page: www.linkedin.com
    2,517 employees on LinkedIn®

asimovinstitute.org

The Asimov Institute is a non-profit AI research organization dedicated to exploring the intersection of deep learning and creativity. By publishing fundamental breakthroughs in neural network research and developing tools for the creative industry—including architects, graphic designers, fashion designers, marketers, and music producers—the institute aims to harness automated novelty as a valuable asset across various sectors. Their neural networks are designed to generate new products, content, styles, and ideas, thereby pushing the boundaries of artificial creativity. Key Features and Functionality: - Neural Network Research: Conducts in-depth studies on neural network architectures and their applications in creative processes. - Creative Industry Tools: Develops AI-driven tools tailored for professionals in architecture, graphic design, fashion, marketing, and music production. - Automated Content Generation: Utilizes neural networks to produce innovative products, content, styles, and ideas, enhancing creative workflows. - Educational Resources: Provides insights and publications on neural network architectures, such as the "Neural Network Zoo," to educate and inform the AI community. Primary Value and Solutions: The Asimov Institute addresses the growing need for innovation in the creative industry by integrating deep learning technologies into creative processes. By automating the generation of novel content and ideas, the institute empowers professionals to overcome creative constraints, streamline their workflows, and explore new artistic possibilities. This fusion of AI and creativity not only enhances productivity but also opens up new avenues for artistic expression and design.

Who Is the Company Behind asimovinstitute.org?

Atomwise

Atomwise is a technology-driven pharmaceutical company that leverages artificial intelligence (AI) to revolutionize small molecule drug discovery. By pioneering the use of deep learning for structure-based drug design, Atomwise has developed a best-in-class AI discovery engine capable of identifying and optimizing novel chemical compounds. This innovative approach has been extensively validated, demonstrating the ability to discover compounds with therapeutic potential across a diverse range of protein types and numerous challenging targets. Atomwise is advancing a proprietary pipeline of small-molecule drug candidates, aiming to transform the drug discovery process and deliver better medicines to patients more efficiently. Key Features and Functionality: - AtomNet® Technology: The first deep convolutional neural network designed for drug discovery, capable of screening over 16 billion compounds in less than two days. - Extensive Validation: Demonstrated success in over 185 projects, including a wide variety of protein types and numerous "hard-to-drug" targets. - Collaborative Partnerships: Engaged in over 775 collaborations with more than 250 partners worldwide, addressing over 600 unique disease targets. - Proprietary Pipeline: Developing a pipeline of small-molecule drug candidates advancing into preclinical studies. Primary Value and Problem Solved: Atomwise addresses the inefficiencies and limitations of traditional drug discovery methods by integrating AI and deep learning into the process. This approach enables the rapid and accurate identification of potential drug candidates, significantly reducing the time and resources required for hit discovery, lead optimization, and toxicity predictions. By overcoming physical barriers and expanding the chemical space for screening, Atomwise enhances the likelihood of discovering effective and safe therapeutics, ultimately accelerating the development of better medicines for patients.

Who Is the Company Behind Atomwise?

  • Seller: Atomwise
  • Year Founded: 2012
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Avey

Avey AI C-Suite is a comprehensive suite of AI-driven tools designed to enhance healthcare delivery by providing instant diagnostic support, recommending care plans, automating clinical documentation, and accurately coding medical concepts. Tailored for healthcare providers, this suite integrates seamlessly into existing workflows, empowering physicians with clinical-grade AI capabilities to improve patient outcomes and operational efficiency. Key Features and Functionality: - Diagnostic Support: Offers real-time assistance in diagnosing medical conditions, aiding physicians in making accurate and timely decisions. - Care Plan Recommendations: Suggests personalized care plans based on patient data, ensuring evidence-based treatment approaches. - Automated Documentation: Streamlines the creation of clinical notes and reports, reducing administrative burdens and allowing more focus on patient care. - Medical Coding: Accurately codes medical concepts, facilitating precise billing and compliance with healthcare regulations. Primary Value and Solutions Provided: Avey AI C-Suite addresses several critical challenges in the healthcare sector: - Enhanced Diagnostic Accuracy: By providing instant diagnostic support, it reduces the likelihood of errors and improves patient safety. - Operational Efficiency: Automating documentation and coding processes minimizes administrative tasks, allowing healthcare professionals to dedicate more time to patient care. - Compliance and Precision: Ensures accurate medical coding, which is essential for proper billing and adherence to healthcare standards. By integrating Avey AI C-Suite into their practices, healthcare providers can achieve higher efficiency, accuracy, and improved patient outcomes.

Who Is the Company Behind Avey?

  • Seller: Avey
  • Year Founded: 2023
  • HQ Location: Doha, QA
  • LinkedIn® Page: www.linkedin.com
    40 employees on LinkedIn®

Axithra

Who Is the Company Behind Axithra?

  • Seller: Axithra
  • Year Founded: 2023
  • HQ Location: Ghent, BE
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®
Tian Lin
TL
Researched and written by Tian Lin
Updated April 9, 2026