Shaip Blog
Know the latest insights and solutions that drive Artificial Intelligence & Machine Learning Technologies.
The Top 4 Speech Recognition Challenges & Solutions In 2024
A few decades back, if we were to tell someone that we could place an order for a product or service simply by talking to
LLM in Banking and Finance: Key Use Cases, Examples, and a Practical Guide
In today’s fast-paced financial world, technology is reshaping the way banks operate. As they aim to improve customer service, streamline processes, and ensure compliance, a
The Complete Guide to Conversational AI
The Complete Guide to Conversational AI The Ultimate Buyers Guide 2024 Table of Contents Download eBook Get My Copy Introduction No one these days stops
Large Language Models In Healthcare: Breakthroughs & Challenges
Why do we – as a human civilization – need to nurture scientific competencies and foster R&D-driven innovation? Can’t conventional techniques and approaches be followed
Leveraging Voice – Overview and Applications of Voice Recognition Technology
Market Size: In less than 20 years, voice recognition technology has grown phenomenally. But what does the future hold? In 2020, the global voice recognition technology
What is NLP? How it Works, Benefits, Challenges, Examples
Download Infographics What is Natural Language Processing (NLP)? Natural Language Processing (NLP) is a subset of Artificial Intelligence (AI) – specifically Machine Learning (ML) that
The Bizarre World Of AI And Its Hallucinations
The human mind has remained inexplicable and mysterious for a long, long time. And looks like scientists have acknowledged a new contender to this list
The A To Z Of Data Annotation
What is Data Annotation [2024 Updated] – Best Practices, Tools, Benefits, Challenges, Types & more Need to know the Data Annotation basics? Read this complete
Demystifying Structured And Unstructured Data In Healthcare
The subconscious visuals of healthcare data scientists and analysts at work involve neatly organized spreadsheets, algorithms, programming languages processing data, and visualization tools that churn
What is AI Image Recognition? How It Works & Examples
Human beings have the innate ability to distinguish and precisely identify objects, people, animals, and places from photographs. However, computers don’t come with the capability
What Synthetic Data Means in the Age of Data Privacy Concerns
Data-driven decision-making is the mantra for enterprise success and excellence today. From fintech and manufacturing to retail and supply chain, every industry is riding the
An Extensive Guide To Understanding Longitudinal Patient Data
Precision healthcare stems from precise diagnosis. Since allopathy is evidence-based, this precision boils down to the most accurate and up-to-date recording of symptoms and any
Beyond GDPR: How De-Identification Unlocks the Future of Healthcare Data
The healthcare landscape is undergoing a digital revolution, with data emerging as the lifeblood of medical advancements. Yet, this progress must be balanced with the
Shaip Launches Generative AI Platform for Experimentation, Evaluation, & Monitoring of AI Applications
LOUISVILLE, KENTUCKY, UNITED STATES, July 24, 2024: Shaip is excited to announce the launch of its groundbreaking Generative AI Platform, designed to address the core challenges
A Beginner’s Guide To Large Language Model Evaluation
For long, humans have been deployed to execute some of the most redundant tasks in the name of processes and workflows. This dedication of human
Shaip Unveils Cutting-Edge Data Platform for Ethical and Quality AI Training
LOUISVILLE, KENTUCKY, UNITED STATES, July 09, 2024: In an era where artificial intelligence is transforming industries, the integrity and quality of training data are paramount to
Why Multilingual AI Text Data is Crucial for Training Advanced AI Models
The world is beautifully diverse. While we are divided by geographic locations, frontiers, languages, ideologies, and more, we are united by emotions and the way
Red Teaming in LLMs: Enhancing AI Security and Resilience
The internet is a medium that is as alive and thriving as the earth. From being a treasure trove of information and knowledge, it is
Shaip Announces Successful Completion of SOC 2 Type 2 Audit for Shaip Data Platform
LOUISVILLE, KENTUCKY, UNITED STATES, June 18, 2024: Shaip is proud to announce the successful completion of its Service Organization Control (SOC) 2 Type 2 audit
Data Wars 2024: The Ethical and Practical Struggles of AI Training
If you asked a Gen AI model to write lyrics to a song like the Beatles would have and if it did an impressive job,
The Cost of Non-Compliance: EU AI Act Penalties and How Shaip Helps You Avoid Them
Introduction The European Union’s Artificial Intelligence Act (EU AI Act) not only sets stringent requirements for AI systems but also imposes severe penalties for non-compliance.
Navigating the EU AI Act: How Shaip Can Help You Overcome the Challenges
Introduction The European Union’s Artificial Intelligence Act (EU AI Act) is a groundbreaking regulation that aims to promote the development and deployment of trustworthy AI
What is Named Entity Recognition (NER) – Example, Use Cases, Benefits & Challenges
Every time we hear a word or read a text, we have the natural ability to identify and categorize the word into people, place, location,
Image Annotation – Key Use Cases, Techniques, and Types [2024]
The Ultimate Guide to Image Annotation for Computer Vision: Applications, Methods, and Categories Table of Contents Download eBook Get My Copy This guide handpicks concepts
Navigating AI Compliance: Strategies for Ethical and Regulatory Alignment
Introduction The regulation of artificial intelligence (AI) varies significantly around the world, with different countries and regions adopting their own approaches to ensure that the
5 Essential Questions to Ask Before Outsourcing Healthcare Data Labeling
The global market for artificial intelligence in the healthcare sector is estimated to rise from $ 1.426 billion in 2017 to $ 28.04 in 2025.
Conversational AI in Healthcare: The Next Big Thing for the Healthcare Industry
AI in healthcare is a relatively new technology but has gained momentum over the past few years. It has been used for various tasks, from
7 Proven Methods to Customizing Speech Data Collection
The voice recognition market, in the world, is expected to grow to $84.97 billion by 2032 from $10.7 billion in 2023 at a CAGR of
Automatic Speech Recognition (ASR): Everything a Beginner Needs to Know (in 2024)
Automatic Speech Recognition technology has been there for a long haul but recently gained prominence after its use became prevalent in various smartphone applications like
22 Best Open-source OCR & Handwriting Datasets to Train your ML models
The business world is transforming at a phenomenal pace, yet this digital transformation is not nearly as wide-ranging as we would like it to be.
The Human Touch: Evaluating the Real-World Effectiveness of LLMs
Introduction As the development of Large Language Models (LLMs) accelerates, it’s vital to assess their practical application across various fields comprehensively. This article delves into
33 Best NLP Datasets to Train Your Natural Language Processing Models
Natural language processing is a vital chunk in the machine learning armour. However, it needs massive amounts of data and training for the model to
Embracing Diversity: The Path to Culturally Rich AI Systems
Given the constraints and in the spirit of creating original content, I will draft a new article inspired by the topic of culturally inclusive Large
The Challenges of Large-Scale Human-in-the-Loop AI Evaluations
In the rapidly advancing field of artificial intelligence (AI), human-in-the-loop (HITL) evaluations serve as a crucial bridge between human sensitivity and machine efficiency. However, as
Designing Effective Human-in-the-Loop Systems for AI Evaluation
Introduction The integration of human intuition and oversight into AI model evaluation, known as human-in-the-loop (HITL) systems, represents a frontier in the pursuit of more
Medical Image Annotation: Definition, Application, Use Cases & Types
Medical image annotation plays a vital role in providing machine learning algorithms and AI models with the necessary training data. This process is essential for
Ethics and Bias: Navigating the Challenges of Human-AI Collaboration in Model Evaluation
In the quest to harness the transformative power of artificial intelligence (AI), the tech community faces a critical challenge: ensuring ethical integrity and minimizing bias
The Human Touch: Enhancing AI Creativity with Subjective Evaluation
In the rapidly evolving world of artificial intelligence (AI), the quest for creativity is no longer just a human endeavor. Today’s AI technologies are breaking
Maximizing Search Relevance with Data Labeling: Tips and Best Practices
Users today are submerged in vast amounts of information, which makes finding the information they need complex. Search relevance measures the accuracy of information an
Bridging the Gap: Integrating Human Intuition into AI Model Evaluation
Introduction In an era where artificial intelligence (AI) shapes every facet of our lives, the integration of human intuition into AI model evaluation emerges as
Shaip: Ethical AI Innovations for Empowering Linguistic Diversity and Economic Empowerment
LOUISVILLE, KENTUCKY, UNITED STATES, April 01, 2024: Shaip: Ethical AI Innovations for Empowering Linguistic Diversity and Economic Empowerment. In an era dominated by technological advancements,
Best Open Source Medical Datasets for Machine Learning Projects
The global healthcare system produces vast amounts of medical data on a daily basis, which has the potential to be utilized for machine learning applications.
Navigating Data Privacy in AI: Strategies for Compliance and Innovation
Introduction In the fast-evolving landscape of artificial intelligence (AI), companies like OpenAI are facing significant challenges in balancing the insatiable need for data with stringent
The Future of Data with Intelligent Character Recognition (ICR)
Handwritten notes hold a special charm even in our digital world. Intelligent Character Recognition (ICR) helps bridge the analog and digital divide, converting handwritten text
The Impact of NLP on Healthcare Diagnostics
Natural Language Processing (NLP) transforms how we interact with technology. It processes human language to unlock vast information potential. The technology holds the same potential
Choosing the Right Speech Recognition Dataset for Your AI Model
Imagine interacting with Siri or Alexa. Their ability to comprehend our speech is fascinating. This capability stems from the datasets used in their training. These
Healthcare Datasets: Boon for Healthcare AI
Artificial intelligence, a term once found mostly in science fiction, is now a reality that fuels the growth of various industries. Next Move Strategy Consulting
Reinforcement Learning with Human Feedback: Definition and Steps
Reinforcement learning (RL) is a type of machine learning. In this approach, algorithms learn to make decisions through trial and error, much like humans do.
Causes of AI Hallucinations (and Techniques to Reduce Them)
AI hallucinations refer to instances where AI models, particularly large language models (LLMs), generate information that appears true but is incorrect or unrelated to the
What is Clinical Validation? Your Guide to Best Practices and Processes
Think of a scenario where a new diagnostic tool is developed. Doctors are excited about its potential. Yet, before integrating it into routine care, they
The Importance of Ethical AI / Fair AI and Types of Biases to Avoid
In the burgeoning field of artificial intelligence (AI), the focus on ethical considerations and fairness is more than a moral imperative—it’s a foundational necessity for
AI Medical Records Summarization: Definition, Challenges, And Best Practices
The growth of medical records in the healthcare industry has become both a challenge and an opportunity. Imagine a world where every detail in a
Clinical Data Abstraction: Definition, Process, and more
Hospitals and clinics encounter thousands of patients each year. This requires a vast number of dedicated physicians and nurses. They work tirelessly to provide care
Synthetic data in healthcare: Definition, Benefits, and Challenges
Imagine a scenario where researchers are developing a new drug. They need extensive patient data for testing, but there are significant concerns about privacy and
HIPAA Expert Determination for De-Identification
The Health Insurance Portability and Accountability Act (HIPAA) sets the standard for protecting patient data in healthcare. A crucial aspect of this is de-identifying Protected
Pioneering Oncology Research with NLP: The Shaip Breakthrough
Download Case Study In the quest to conquer cancer, data is as vital as determination. At Shaip, we’re proud to have enabled a major leap
The Power of Natural Language Processing (NLP) in Radiology: Enhancing Diagnosis and Efficiency
Radiology plays a crucial role in healthcare. It uses imaging techniques like CT scans, X-rays, and MRI to diagnose and treat various conditions. Natural Language
Everything You Need To Know About Reinforcement Learning from Human Feedback
2023 saw a massive rise in the adoption of AI tools like ChatGPT. This surge initiated a lively debate and people are discussing AI’s benefits,
The Power of AI in the Automotive Industry
When it comes to integrating AI into cars, the world stands at a remarkable crossroads. Imagine driving on a busy road with AI, managing your
Benefits Of Text to Speech Across Industries
Text-to-speech (TTS) technology is an innovative solution that converts written text into spoken words. It has become a game-changer in several industries and has revolutionized
Data De-identification Guide: Everything a Beginner Needs to Know (in 2024)
In the age of digital transformation, healthcare organizations are rapidly shifting their operations to digital platforms. While this brings efficiency and streamlined processes, it also
Generative AI in Healthcare: Applications, Advantages, Challenges and Future Trends
Healthcare has always been a field where innovation is appreciated and crucial for saving lives. Despite technological advancements, the healthcare industry still faces lingering challenges.
Difference Between Responsible AI & Ethical AI
The fast-growing global AI market is expected to reach $1847 billion in 2030. With AI taking center stage in our lives, knowing what kind of
How Bhasini Fuels India’s Linguistic Inclusivity
Prime Minister Narendra Modi unveiled “Bhashini” at the G20 Digital Economy Working Group Ministers Meet. This AI-powered language translation platform celebrates India’s linguistic diversity. Bhashini
The Role of Consent in Training Generative AI
Generative AI has changed our world with its power to create content that mimics human intelligence. Think of the technology producing articles, art, or music
Role of Large Language Models in Powering Multilingual AI Virtual Assistants
Virtual assistants are progressing beyond simple question-and-answer formats to solving complex queries. Today, AI-driven virtual assistants communicate in multiple languages easily, and large language models,
Content Moderation with HITL: Top Benefits and Types
Today, over 5.19 billion individuals explore the internet. That’s a vast audience, isn’t it? The sheer volume of content generated on the internet is nothing
5 Types of Content Moderation and How to Scale Using AI?
The need and demand for user-generated data in today’s dynamic business world is continuously increasing, with content moderation, too, gaining sufficient attention. Whether it is
Unstructured Text in Data Mining: Unlocking Insights in Document Processing
We are collecting data like never before, and by 2025, around 80% of this data will be unstructured. Data mining helps shape this data, and
The Role of OCR in the Digitization of Documents
Going paperless is a vital phase in digital transformation. Companies benefit from reducing dependence on paper and using digital mediums to share information, make notes,
Exploring Natural Language Processing (NLP) in Translation
NLP technology is gaining prominence at a progressive rate. The combination of computer science, information engineering, and artificial intelligence can potentially remove language barriers. With
Content Moderation: User-Generated Content – A Blessing Or A Curse?
User-generated content (UGC) includes brand-specific content customers post on social media platforms. It includes all types of text and media content, including audio files posted
Unlocking the Potential of Clinical Natural Language Processing (NLP) in Healthcare
Natural language processing (NLP) allows computers to understand human language. It uses algorithms and machine learning to interpret text, audio, and other media formats. The
Implementing Generative AI for Better Growth and Success
Productivity, Efficiency, Creativity. These are three words that have immense importance in every industry and organization. Generative AI has the potential to allow any individual
Behind the Scenes: Exploring the Inner Workings of ChatGPT – Part 2
Welcome back to the second part of our fascinating discussion with ChatGPT. In the initial segment of our conversation, we discussed the role of data
Behind the Scenes: Exploring the Inner Workings of ChatGPT – Part 1
Hey hi there, my name is Anubhav Saraf, Director Marketing at Shaip, how are you today? Hello Anubhav! I’m an AI, so I don’t have
Text Annotation: Definition, Use Cases, Types, Benefits, Challenges
What is Text Annotation in Machine Learning? Text annotation in machine learning refers to adding metadata or labels to raw textual data to create structured
A Guide Large Language Model LLM
Large Language Models (LLM): Complete Guide in 2024 Everything you need to know about LLM Table of Contents Download eBook Get My Copy Introduction Ever
Shaip Secures Bronze at The American Business Awards for Startup of the Year (2 Years in a row)
LOUISVILLE, KENTUCKY, UNITED STATES, June 20, 2022: Shaip has won Bronze in the 21st Annual American Business Awards, in the category – Startup of the
AI in Music Industry: The Crucial Role of Training Data in ML Models
Artificial Intelligence is revolutionizing the music industry, offering automated composition, mastering, and performance tools. AI algorithms generate novel compositions, predict hits, and personalize listener experience,
4 Effective Conversational AI Practices to Maximum ROI
Conversational AI, powered by advanced technologies like natural language processing and machine learning, has emerged as a game-changer in the new business landscape. It revolutionizes
Are We Headed for an AI Training Data Shortage?
The concept of AI Training Data Shortage is complex and evolving. A big concern is that the modern digital world might need good, reliable, and
OCR in Healthcare: A Comprehensive Guide to Use Cases, Benefits, and Drawbacks
The healthcare industry faces a paradigm shift in its workflows with the inception of new and advanced technologies in AI. Leveraging AI tools and technologies,
AI in Mental Health – Examples, Benefits & Trends
AI today has become one of the most significant technologies, disrupting all major industries and offering enormous benefits to global industries and sectors. By leveraging
Unlocking the Potential of Unstructured Healthcare Data Using NLP
The vastness of data present in healthcare institutions today is growing tremendously. Though data is considered the most significant asset in today’s digital world, healthcare
What are NLP, NLU, and NLG, and Why should you know about them and their differences?
Artificial Intelligence and its applications are progressing tremendously with the development of powerful apps like ChatGPT, Siri, and Alexa that bring users a world of
Large Language Models (LLM): Top 3 of the Most Important Methods
Large Language Models have recently gained massive prominence after their highly competent use case ChatGPT became an overnight success. Seeing the success of ChatGPT and
Demystifying NLU: A Guide to Understanding Natural Language Processing
Have you ever talked to a virtual assistant like Siri or Alexa and marveled at how they seem to understand what you’re saying? Or have
The Future of Language Processing: Large Language Models and Their Examples
As artificial intelligence (AI) and machine learning continue to advance, so does our ability to process and comprehend human language. One of the most significant
Transforming Healthcare with Generative AI: Key Benefits & Applications
Today, the healthcare industry is witnessing rapid advancements in artificial intelligence (AI) and machine learning. The technologies have helped unlock new opportunities for improved patient
Shaip Accelerates Growth with a Grand Opening of Its New Office in Ahmedabad – Gujarat, India
New office expansion enables Shaip to accelerate growth in product engineering, professional services, quality control, and customer support Ahmedabad, Gujarat, India: Shaip, a data platform
Diverse AI Training Data for Inclusivity and eliminating Bias
Artificial Intelligence and Big Data have the potential to find solutions to global problems while prioritizing local issues and transforming the world in many profound
The Impact of Data Privacy and Security on Off-the-Shelf Training Data
Building new custom data sets from scratch is challenging and tedious. Thanks to off-the-shelf data, it offers a quick and effective solution for developers to
How to Choose the Right Off-the-Shelf AI Training Data Provider?
Building a good-quality dataset for machine learning algorithms that offers accurate outcomes is challenging. It takes considerable time and effort to develop precise machine-learning codes
Why Selecting the Right AI Training Data is Important for Your AI Model?
Everyone knows and understands the tremendous scope of the evolving AI market. That is why businesses today are eager to develop their apps in AI
Quality Data Annotation Powers Advanced AI Solutions
Artificial Intelligence fosters human-like interactions with computing systems, while Machine Learning allows these machines to learn to mimic human intelligence through every interaction. But what
From Quantity to Quality – The Evolution of AI Training Data
AI, Big Data, and Machine Learning continue to influence policymakers, businesses, science, media houses, and a variety of industries throughout the world. Reports suggest that
The Power of AI Transforming the Future of Healthcare
Artificial Intelligence is powering every sector, and the healthcare industry is no exception. The healthcare industry is reaping the benefits of transformative data and triggering
How Shaip Can Support Your Artificial Intelligence Projects
Data is power. It is invaluable, but it is difficult to derive value from vast amounts of data. Your team spends 41% of the time
How do Off-the-Shelf Training Datasets get your ML projects to a Running Start?
There is an ongoing argument for and against using the off-the-shelf dataset to develop high-end artificial intelligence solutions for businesses. But off-the-shelf training datasets can
Setting up Data Pipeline for a Reliable and Scalable ML Model
The most precious commodity for businesses these days is data. As organizations and individuals continue to generate massive amounts of data per second, it is
Does Having a Human-in-the-Loop or Human Intervention required for AI/ML Project
Artificial intelligence is fast becoming all-pervasive, with companies across various industries using AI to deliver exceptional customer service, boost productivity, streamline operations, and bring home
3 Obstacles to the Evolution of Conversational AI
Thanks to ongoing advancements in the fields of artificial intelligence and machine learning, computers can perform a growing number of cognitive tasks. As a result,
How is Speech Recognition Different From Voice Recognition?
Did you know that speech recognition and voice recognition are two separate technologies? People often make the common mistake of misinterpreting one technology with another.
Crowd Workers for Data Collection – an Indispensable Part of Ethical AI
In our efforts to build robust and unbiased AI solutions, it is pertinent that we focus on training the models on an unbiased, dynamic, and
How AI is Making Insurance Claim Processing Simple & Reliable
A claim is an oxymoron in the insurance industry (Insurance Claim) – neither the insurance companies nor the customers want to file claims. However, both
Exploring the When, Why, & How of Data Collection for Computer Vision
The first step in deploying computer vision-based applications is to develop a data collection strategy. Data that is accurate, dynamic, and in sizable quantities need
AI-Based Document Classification – Benefits, Process, and Use-cases
In our digital world, businesses process tons of data daily. Data keeps the organization running and helps it make better-informed decisions. Businesses are flooded with
19 Free Open Source Face Recognition Datasets
Are you searching for high-quality, free facial recognition datasets to supercharge your AI projects? Look no further! We’ve curated the ultimate list of 19 top-notch,
Text Classification – Importance, Use Cases, and Process
Data is the superpower that is transforming the digital landscape in today’s world. From emails to social media posts, there is data everywhere. It is
Multilingual Sentiment Analysis – Importance, Methodology, and Challenges
The internet has opened the doors to people freely expressing their opinions, views, and suggestions on just about anything in the world on social media,
A handy guide to Synthetic Data, its uses, risks, and applications
With the advancement of technology, there have been shortage of data used by ML models. To fill this gap lot of synthetic data / artificial
Shaip won the Global AI Summit & Awards 2021-22 for Conversational AI
AHMEDABAD, GUJARAT, INDIA, Oct 17, 2022: Shaip has been recognized for the Best Use of Conversational AI award at the Global Artificial Intelligence Summit &
The Rise of AI-Based Voice Assistants in Enhancing Quality of healthCare
There is an unmistakable convenience in giving verbal instructions rather than having to type it out or select the correct item off a drop-down menu.
Why Your Conversational AI Needs Good Utterance Data?
Have you ever wondered how chatbots and virtual assistants wake up when you say, ‘Hey Siri’ or ‘Alexa’? It is because of the text utterance
Glancing at the Future of Automobiles in Retrospect to Conversational AI
Automotive conversational AI is the latest innovation of engineers that is getting huge attention lately. It enables the users to interact with the chatbot or
Optical Character Recognition (OCR) – Definition, Benefits, Challenges, and Use Cases [Infographic]
OCR is a technology that allows machines to read printed text & images. It is often used in business applications, such as digitizing documents for storage or processing, & in consumer applications, such as scanning a receipt for expense reimbursement.
Understanding the Collection Process of Audio Data for Automatic Speech Recognition
Automatic Speech Recognition systems and virtual assistants such as Siri, Alexa, and Cortana have become common parts of our lives. Our dependence on them is
Making Speech Recognition Streamlined with Remote Speech Data Collection
The role that data plays in today’s digitally supreme world is becoming immensely critical. Data is necessary, whether for business forecasting, weather forecasting, or even
What is Speech-To-Text Technology and How Does it Works in Automatic Speech Recognition
Automatic speech recognition (ASR) has come a long way. Though it was invented long ago, it was hardly ever used by anyone. However, time and
Automatic Number Plate Recognition (ANPR) – AN Overview
The evolution of technology has enabled the innovation of many useful equipment to ease the human effort. Automatic Number Plate Recognition, being one such technology,
These are the TOP 10 Frequently asked questions (FAQs) about Data Labeling
Every ML Engineer wants to develop a reliable and accurate AI model. Data scientists spend nearly 80% of their time labeling and augmenting data. That’s
Shaip delivered 7M+ Utterances for a leading Fortune 500 company
Over 22k hours of audio data were collected & transcribed to train a multi-lingual digital assistant. LOUISVILLE, KENTUCKY, UNITED STATES, Aug 1, 2022: Shaip enables
What is a Voice Assistant? & How do Siri and Alexa Understand What You’re Saying?
Voice assistants might be these cool, predominantly female voices that respond to your requests to find the nearest restaurant or the shortest route to the
Top Use Cases of Natural Language Processing in Healthcare
The global natural language processing market is slated to increase from $1.8 billion in 2021 to $4.3 billion in 2026, growing at a CAGR of
Synthetic data and its role in the world of AI – Benefits, Use cases, Types & Challenges
The latest adage of data being the new oil is true, and just like your regular fuel, it is becoming hard to come by. Yet,
The Necessary Guide to Content Moderation – Importance, types, and challenges
The digital world is constantly evolving, and one catalyst that differentiates this platform from the others is user-generated content. Although companies worldwide have their websites
In-House or Outsourced Data Annotation – Which Gives Better AI Results?
In 2020, 1.7 MB of data was created every second by people. And in the same year, we produced close to 2.5 quintillion data bytes
How does the Human-in-the-Loop Approach Enhances ML Model Performance?
Machine learning models are not made perfect – they are perfected over time, with training and testing. An ML algorithm, to be able to produce
What is Audio / Speech Annotation With Example
We have all asked Alexa (or other voice assistants) some open-ended questions. Alexa, is the nearest pizza place open? Alexa, which restaurant in my location
What is Optical Character Recognition (OCR): Overview and its applications
Optical Character Recognition might sound intense and foreign to most of us, but we have been using this advanced technology more often. We use this
Shaip Secures Silver & Bronze at The American Business & Asia-Pacific Stevie Awards for the Most Innovative Tech Startup
LOUISVILLE, KENTUCKY, UNITED STATES, May 3, 2022: Shaip has won Silver in the 20th Annual American Business Awards and Bronze in the 9th Annual Asia-Pacific
What is DDS & the importance of Training Data to train DDS Models
Everyone knows about the dangers of driving under the influence or texting while driving. However, there isn’t much attention given to driving under drowsiness. In
What is ADAS? Importance of Training Data to train ADAS Models
Most accidents related to vehicles happen due to human error. Although you can’t prevent all vehicular accidents, you can avoid a significant portion of them.
High-quality training data fuels high-performing autonomous vehicles
In the last decade or less, every automaker you met was excited about the prospects of self-driving cars flooding the market. While a few major
Importance of Gold-standard training data to train Vehicle Damage Detection Model
Artificial Intelligence has spread its usefulness and sophistication to several fields, and one such novel application of this advanced technology is detecting vehicular damage. Claiming
How to Mitigate Common Data Challenges in Conversational AI
We have all interacted with Conversational AI applications such as Alexa, Siri, and Google Home. These applications have made our day-to-day lives so much easier
Speech Recognition Training Data – Types, data collection, and applications
If you use Siri, Alexa, Cortana, Amazon Echo, or others as a part of your daily lives, you would accept that Speech recognition has become
How to Identify and fix AI Training data errors
Like software development that works on a code, developing working artificial intelligence and machine learning models requires high-quality data. The models require accurately labeled and
How much is the optimum volume of training data you need for an AI project?
A working AI model is built on solid, reliable, and dynamic datasets. Without rich and detailed AI training data at hand, it is certainly not
A comprehensive guide to Annotating & Labeling Videos for Machine Learning
Maximizing Machine Learning Accuracy with Video Annotation & Labeling : A Comprehensive Guide Table of Contents Download eBook Get My Copy Picture says a thousand
The State of Conversational AI 2022
The State ofConversational AI 2022 What isConversational AI? A programmatic and intelligent way ofoffering a conversational experience tomimic conversations with real people, throughdigital and telecommunication
How Data Collection Plays a Crucial Role in Developing Facial Recognition Models
Humans are adept at recognizing faces, but we also interpret expressions and emotions quite naturally. Research says we can identify personally familiar faces within 380ms
Shaip Launches its Inaugural CSR Program “Prayas”
Shaip aims to promote sustainable development in the market and strive to make a difference within the community that they operate LOUISVILLE, KENTUCKY, UNITED STATES,
Shaip Ensures High-Quality AI Training Data For your AI Models
The success of any AI model hinges on the quality of data fed into the system. ML systems run on large quantities of data, but
What is Data Collection? Everything a Beginner Needs to Know
Intelligent #AI/ #ML models are everywhere, be it, Predictive healthcare models, proactive diagnosis,
22+ Most Sought Open-Source Datasets for Computer Vision
An AI algorithm is only as good as the data you feed it. It is neither a bold nor an unconventional statement. AI could have
Top 5 Data Labeling Mistakes that Are Bringing Down AI Efficiency
In a world where business enterprises are jostling against each other to be the first to transform their business practices by applying artificial intelligence solutions,
How to Approach Data Collection for Conversational AI
Today, we have some talking robots as chatbots, virtual assistants, and more in our homes, car systems, portable devices, home automation solutions, etc. These devices
Decoding The Top 5 Benefits And Pitfalls Of Using Crowdsourced Data Collection For Machine Learning
Driven by the need to optimize your results and make way for more AI training with additional volumes, you could be at that point where
Crowdsourcing 101: How To Effectively Maintain Data Quality Of Your Crowdsourced Data
If you intend to launch a successful donut business, you need to prepare the best donut in the market. While your technical skills and experience
