Ritika - Labellerr

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Ritika

Ritika is content associate at Labellerr. She like to write on the topic of machine learning, AI, deep learning and computer vision.

How Small Scale AI-based Startups Perform Data Annotation? Where's the Problem?

data annotation

Limitations Of Small ML Team's Data Annotation? How to Solve It?

In the fast-paced field of artificial intelligence (AI), startups are emerging as significant actors, pushing innovation and challenging existing businesses. These tiny AI-based firms are using the strength of machine learning algorithms to create cutting-edge products that have the potential to revolutionize several industries. To train AI models to produce

Learn How This Research Organization Automated Quality Control With Labellerr

Learn How This Research Organization Automated Quality Control With Labellerr

Our Client, Wadhwani Institute is an autonomous nonprofit organization working in the field of Artificial Intelligence. They use AI to its full potential to identify the weak places that underlie the world's most pressing issues and then devise creative fixes for them. They specialize in using technologies like computer vision,

Labellerr Helps This Non-Profit Research Institute In Validating Quality of Labels

Labellerr Helps This Non-Profit Research Institute In Validating Quality of Labels

Our non profit research institute customer uses AI to its full potential to identify the weak places that underlie the world's most pressing issues and then devise creative fixes for them. They specialize in using technologies like computer vision, data science, cognitive reasoning, and IoT to address issues in infrastructure,

This Supply Chain Organization Uses Labellerr for Model-Assisted Labeling

This Supply Chain Organization Uses Labellerr for Model-Assisted Labeling

One of our client is a fully integrated producer and supplier of packaged food items. Their business is divided into four segments. Cooking oil, margarine, reducing, corrugated paper boxes, crude palm oil, kernel, and regular line tin cans are all produced under its Manufacturing section. The trading division deals in

Learn How this startup is Using Facial Dot Annotation for Redefining Beauty Industry

This Beauty Tech Startup Uses Labellerr to Get High Quality Labelled Images

This startup completely redefine how the aesthetics business scores and measures patient improvement. They contribute to the creation of Advanced AI SkinTech Technologies for Dermatology, Aesthetics, and Skin Care. They have introduced its AI Skin Analyzer, which gives users access to personalized product recommendations and a unique skin analysis report.

What is Data Labeling, Its uses, Features, Process, and Types

data annotation

What is Data Labeling its features, process and types

In the present digital era, the exponential rise of data has fuelled revolutionary developments in a range of sectors, including artificial intelligence, machine learning, computer vision, and natural language processing. However, every effective AI system has a vital component that sometimes goes overlooked but is essential for teaching these sophisticated

Computer Vision Applications in Robotics

Computer Vision Applications in Robotics

Computer vision has become a game-changer in the field of robotics in a world where cutting-edge technologies are revolutionizing sectors at an unprecedented rate. Imagine a world where machines are capable of performing complicated tasks autonomously while traversing challenging environments with human-like precision. Applications of computer vision in robotics have

What is Optical Character Recognition (OCR): Overview and Use Cases

What is Optical Character Recognition (OCR): Overview and Use Cases

Extracting valuable insights from a large volume of printed or handwritten documents can be challenging and time-consuming in the current digital age, where data is king and information is abundant. But because of technological breakthroughs, particularly Optical Character Recognition (OCR), this laborious procedure has been revolutionized, allowing us to access

Reinforcement learning with human feedback (RLHF) for LLMs

data annotation

Reinforcement learning with human feedback (RLHF) for LLMs

Researchers are working to improve Language Models' (LLMs') capabilities to make them even more intelligent and human-like in the constantly changing field of artificial intelligence. A ground-breaking strategy that utilizes the cooperative potential of both machine and human intelligence is called reinforcement learning with human feedback (RLHF). RLHF aspires to

Top Performance Metrics in Machine Learning: A Comprehensive Guide

Top Performance Metrics in Machine Learning: A Comprehensive Guide

Measuring performance is crucial in the large field of machine learning, where algorithms and models digest data to reveal hidden insights. Every data-driven project needs a compass to guide it through the sea of possibilities that is constantly growing. Performance measurements serve as beacons, pointing us in the direction of

How to Leverage Foundation Models in Manufacturing?

How to Leverage Foundation Models in Manufacturing?

Modern AI applications are built on foundation models, which have proven essential for enabling machines to comprehend and produce human-like text with astounding precision. But what if we told you that these models have much more production potential? That's accurate! In this blog, we'll examine the great potential that awaits

Claude-A better Alternative to ChatGPT and BARD?

Claude-A better Alternative to ChatGPT and BARD?

New developments and advances continue to influence how we communicate with intelligent systems in the always-changing world of conversational AI. As ChatGPT and BARD's era comes to an end, a stunning replacement arises that promises to expand the possibilities for human-like discussions. A new era of seamless and fascinating encounters

DragGAN: An AI Magic Tool For Editing Images

Language Models

DragGAN: An AI Magic Tool For Editing Images

Welcome to the enchanted world of DragGAN, where magic and artificial intelligence combine to create masterpieces from seemingly ordinary photographs. This blog explores the fascinating powers of DragGAN, an AI-driven wizard with the dexterous ability to magically give your images a life of their own. Join us on this enthralling

RoBERTa: A Robustly Optimized BERT Pretraining Approach

Language Models

RoBERTa: A Robustly Optimized BERT Pretraining Approach

Keeping up with the latest developments in the rapidly expanding field of natural language processing is challenging. But fear not—a strong ally is on hand to completely alter the way we think about language comprehension. Welcome to RoBERTa, the robustly optimized BERT pretraining approach set to revolutionize NLP. Join

Data Labeling Tool Pricing: Why should you consider Labellerr for your data labeling process?

Data Labeling Tool Pricing: Labellerr's Usage Based Flexible Pricing

High-quality labeled data is the key to releasing the potential of artificial intelligence and machine learning in today's data-driven environment. Data labeling becomes an essential stage in the success of firms and researchers who work to create cutting-edge algorithms and models. Data labeling might be a difficult, time-consuming, and frequently

LabelGPT is Here! The Ultimate Solution for zero-shot Labeling

LabelGPT is Here! The Ultimate Solution for Zero-shot Labeling

Are you tired of spending all your time manually labeling your data? Do you often find yourself wishing there was a better, more precise answer? Your wait is finally ended! We'd like to introduce you to LabelGPT, a ground-breaking AI-powered solution that will revolutionize the way you approach prompt-based labeling.

BERT Explained: State-of-the-art language model for NLP

BERT Explained: State-of-the-art language model for NLP

Language is the basis of communication, and proper understanding and interpretation of language is crucial in natural language processing (NLP). Let's introduce BERT, a cutting-edge language model that has transformed NLP. BERT has established a new benchmark for language processing thanks to its sophisticated neural network architecture and capacity for

Google Bard is here! Explore Everything about this Google Product

Google Bard is here! Explore Everything about this Google Product

A new inspiration has emerged from the digital world: Google Bard. In a world where algorithms dance with creativity and words build a complex tapestry of expression, words play an essential role. Google Bard encourages us to participate in a lyrical voyage, unlike anything we've ever experienced, just as the

Google announces PaLM 2 AI language model, already powering 25 Google services

Google announces PaLM 2 AI language model, already powering 25 Google services

One of the most intricate and interesting components of human communication is language, and as technology develops, so too do our analytical and comprehension skills. The most recent AI language model, PaLM 2, has just been released by Google, a leader in language technology. Around 25 Google services are already

ImageBind by Meta - A Single Embedding Space by Binding Content With Images

ImageBind by Meta - A Single Embedding Space by Binding Content With Images

It's no longer sufficient to merely observe an image in a world where visual content predominates. What if we told you that there is a technology that could let you actually convert one form of data into another? Then there is ImageBind by Meta, a ground-breaking advancement in sensory binding

Top 10 Computer Vision Trends to Watch in 2023

10 Biggest Computer Vision Trends to Watch in 2023

Computer vision is an interdisciplinary field that studies the interpretation and analysis of real-world video and picture data by computers. Thanks to developments in artificial intelligence and machine learning, it has experienced remarkable growth and development in recent years. We can anticipate additional development and expansion of computer vision technology

An Introduction to Large Language Models (LLMs)

What Are Large Language Models & Its Applications

One of the most talked-about advancements in the field of artificial intelligence in recent years is the use of large language models (LLMs). LLMs have demonstrated extraordinary aptitude in a variety of language-related activities, ranging from anticipating the following word in a sentence to producing text that is believable and

Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance

Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance

Natural language processing has been revolutionized by language models, which enable machines to comprehend and produce human-like prose on a previously unheard-of scale. The Pathways Language Model (PaLM), which has scaled up to an astounding 540 billion parameters, represents the most recent innovation in this sector. PaLM is now one

Flan-UL2: A Unified Framework For Pre-Training Models That Are Universally Effective Across Datasets And Setups

Boost Your Pre-Training Models with Flan-UL2

Pre-training models are one of the most crucial developments in the field of machine learning, which has made impressive strides over time. Pre-training models entail training a model on a big dataset and then honing it for a particular task using a smaller dataset. These pre-training models, however, frequently experience

Top 7 Automotive Datasets for Computer Vision Projects

7 Automotive Datasets for Computer Vision Projects

The automobile sector is implementing computer vision technologies quickly to enhance driving safety, effectiveness, and overall enjoyment. Vehicles are now able to "see" their surroundings thanks to computer vision, making it feasible to spot and respond to potential road hazards. It is essential to have access to high-quality datasets to