DeepBrainz AI Research & Development (AIRD)

DeepBrainz Research

DeepBrainz Universal AI for DeepBrainz AI Research

DeepBrainz AI Research via AI BRAIN with AIRD


 

Advancing Tomorrow's State of the art AI for ALL


We work on Artificial Intelligence & Computer Science Problems that define Tomorrow's Technology.

 

Our approach


DeepBrainz tackles the most challenging problems in Artificial Intelligence and Computer Science.


Our team aspires to make discoveries that impact everyone, and core to our approach is to share our research and tools to fuel progress in the field.


Our researchers will publish regularly in academic journals, release projects as open-source, and apply research to DeepBrainz products.


The Problems that DeepBrainz AI primarily focuses on solving are in/from the field of AI and Machine Learning by conducting Cutting-edge AI Research incl. the basic & long term research and fundamental applied research along with the Product Innovation and Contribution. We address the problems arise from the various challenges of Deep Learning, which is the emerging and popular sub-field of Machine Learning through Deep Learning Research.

DeepBrainz AI

DeepBrainz Technologies

 

DeepBrainz Universal AI (DBZ uAI), A Universal End-to-End Deep Learning (ML/AI) Platform for Enterprises, End-users, Researchers, Developers, Data Scientists, Engineers & Everyone.


DeepBrainz Technologies, A DPIIT (DIPP) Recognized AI & Technology Startup Company.


Advancing, Building, Democratizing Tomorrow's State-of-the-art AI and Cutting-edge Technologies for ALL through Innovation, Research, and Product/Technology Development, for "Empowering Humanity Universally" via "AI for ALL" Strategic Policy.


As AI is revolutionizing every industry and having a profound impact on Humanity, a greater impact than electricity and the most important thing humanity ever worked on is fundamentally changing everything the way worked, DeepBrainz AI is a Hard/High Tech & AI Company which is planning to become Global Industries and Markets Tech Leader to scale across Industries, and Markets as Both Horizontal and Vertical Markets.


We DeepBrainz have just started building MVP as "DeepBrainz Universal AI" that is for Enterprises such as Healthcare, etc., End Users (Consumers) & Developers. And, We're exploring the best ML and Deep Learning Methods and will soon have Models on Production.

DeepBrainz AI is currently "Standing on the shoulders of giants" i.e following the top AI giants in the global industry.

DeepBrainz Universal AI is as a Software, Platform, Infrastructure to deliver Best Value of AI

 DeepBrainz Universal AI is an AI Pilot Project as a Software, Platform, Infrastructure to deliver Best Value of AI via Auto ML for ALL


DeepBrainz Universal AI, is Our AI Product as a Software, Platform, Infrastructure, incorporates the services of Auto Large-Scale ML & Deep Learning for Computer Vision, NLP, Next-In Predictions, Collaborative Filtering, Robotics with Ethical Policies, Open & Authentic Large-Scale Datasets as Unified Data Warehouse with Strategic Data Acquisition via AI/Data Strategies, Auto ML/Data Infrastructure for In-House AI Capability that provides AI-as-a-Service for ALL, via Custom AI Algorithms Development,  with "AI for ALL" Strategic Policies.


Use Cases that DeepBrainz Universal AI solves: AI Tools, Analytics, Anomaly Detection, Autonomous Driving, Big Data, Cognitive Reasoning, Computer Vision, Content Generation, AI Paas, CRM, Face, Image, Object Recognition/Detection/Classification, NLP, NLU, RPA, Software Tools, Speech Recognition, Conversational Bots

 

It's the known fact, "The more people using AI, the faster it learns."     

AI solutions are priced by transaction or completed computation via Serverless Computing. You'll be required to pay as much as you use AI i.e. "Pay-as-you-go" method.    


We are still working for an entirely new ecosystem and emerging business model. 

DeepBrainz AI Research - Our Primary Research Focus Areas

The AI Explainability or Interpretability

The Generalizability or Generalization of AI Learning

The Bias & Fairness in Data and Algorithms

 DeepBrainz AI Research for DeepBrainz Universal AI and the Difficulty of Achieving Explicability

The Difficulty of explaining in human terms results from AI models i.e Explicability or Interpretability of the large and complex (deep learning) models (i.e. Explainable AI XAI).

The Bias & Fairness in Data and Algorithms

The Generalizability or Generalization of AI Learning

The Bias & Fairness in Data and Algorithms

 DeepBrainz AI Research for DeepBrainz Universal AI and the Risk of the Bias in Data and Algorithms

The Risk of the Bias in Data and Algorithms that causes the unintended bias and the security threats in some important use cases, for instance, in Healthcare and Cybersecurity that are concerned more social in nature.

The Generalizability or Generalization of AI Learning

The Generalizability or Generalization of AI Learning

The Generalizability or Generalization of AI Learning

 DeepBrainz AI Research for DeepBrainz Universal AI and the Generalizability of AI ML learning

The Generalizability of the learning i.e. Generalization of the AI models continues to have difficulties in carrying their experiences from one set of circumstances to another.

The Labeling of Massive Training Datasets

The Creation and Acquisition of such Massive Datasets

The Generalizability or Generalization of AI Learning

 DeepBrainz AI Research for DeepBrainz Universal AI and Labeling of training datasets challenges

  The Challenges in Labeling of massive training datasets which is crucial for Supervised learning.

The Creation and Acquisition of such Massive Datasets

The Creation and Acquisition of such Massive Datasets

The Creation and Acquisition of such Massive Datasets

 DeepBrainz AI Research for DeepBrainz Universal AI & The Difficulties of creating massive datasets.

 The Difficulties of creating and obtaining such massive datasets that are sufficiently large and comprehensive.

DeepBrainz AI Research for DeepBrainz Universal AI

The Creation and Acquisition of such Massive Datasets

The Creation and Acquisition of such Massive Datasets

DeepBrainz AI Research for our product, DeepBrainz Universal AI for excelling in everything.

DeepBrainz AI Research for Our Product, DeepBrainz Universal AI for excelling in everything what it does.

Our Near Future Long-term Research Areas

Machine Intelligence

Machine Perception (Computer Vision)

Machine Perception (Computer Vision)

Under Development

Machine Perception (Computer Vision)

Machine Perception (Computer Vision)

Machine Perception (Computer Vision)

Under Development

Natural Language Processing

Machine Perception (Computer Vision)

Security, Privacy and Abuse Prevention

Under Development

Security, Privacy and Abuse Prevention

Security, Privacy and Abuse Prevention

Security, Privacy and Abuse Prevention

Under Development

Robotics

Security, Privacy and Abuse Prevention

Other Related Fields

Under Development

Other Related Fields

Security, Privacy and Abuse Prevention

Other Related Fields

Other Research areas that we plan to invest in the near future are as follows:


  • Speech Processing
  • Machine Translation
  • Algorithms and Theory
  • Data Management
  • Data Mining and Modeling
  • Distributed Systems and Parallel Computing
  • Education Innovation
  • Health & Bioscience
  • Hardware and Architecture
  • Human-Computer Interaction and Visualization
  • Information Retrieval and the Web
  • Mobile Systems
  • Networking
  • Quantum Computing
  • Software Engineering
  • Software Systems 
  • Blockchain 
  • AR/VR 
  • 3D Printing
  • Artificial General Intelligence AGI


(Under Development and yet to be Implemented to Conduct the Same)

DeepBrainz at TensorFlow Research Cloud (TFRC) program

TensorFlow Research Cloud (TFRC) program
TensorFlow Research Cloud (TFRC) program

DeepBrainz Philosophies and Principles

DeepBrainz Philosophies and Principles

(Yet to be Published)


"One Solution to a Problem can deliver the Solutions to the Other Million Problems"

(Under Development)

For our research or R&D work at DeepBrainz, please do contact us at support@deepbrainz.com
DeepBrainz AI Research & Development (DeepBrainz AIRD)

For Research at DeepBrainz

To know further about our research or R&D work at DeepBrainz, please do contact us at support@deepbrainz.com

DeepBrainz R&D - Under Development
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