Pickl AI

FEBRUARY 1, 2023

What if we say that you have the option of using a pre-trained model that works as a framework for data training? Yes, Transfer Learning is the answer to it. What is Transfer Learning? Transfer Learning is a technique in Machine Learning where a model is pre-trained on a large and general task.

Deep Learning 52

Deep Learning Convolutional Neural Networks Machine Learning Neural Network 52

Pickl AI

OCTOBER 21, 2024

As industries face the challenge of rapidly evolving data landscapes, ZSL offers a scalable solution that minimises the need for extensive labelling and retraining, making it an essential tool for modern AI applications. Traditional Machine Learning models require extensive labelled datasets for every class they need to predict.

Natural Language Processing 52

Natural Language Processing Data Scarcity Computer Vision Machine Learning 52

Pickl AI

MAY 29, 2024

Similarly, multi-task learning can simultaneously tackle multiple tasks like sentiment analysis, named entity recognition, and machine translation in Natural Language Processing, leading to more accurate and efficient language understanding systems. Also read: What is Information Retrieval in NLP? What is Tokenization in NLP?

Data Scarcity 52

Data Scarcity Neural Network Deep Learning Natural Language Processing 52

Bitext

OCTOBER 6, 2022

Recognize a user´s intent in any chatbot platform: Dialogflow, MS-LUIS, RASA… Enjoy 90% accuracy, guaranteed by SLA Machine Learning is one of the most common use cases for Synthetic Data today, mainly in images or videos.

Data Scarcity 52

Data Scarcity Chatbots Machine Learning Explainability 52

Viso.ai

DECEMBER 18, 2023

Access to synthetic data is valuable for developing effective artificial intelligence (AI) and machine learning (ML) models. Real-world data often poses significant challenges, including privacy, availability, and bias. To address these challenges, we introduce synthetic data as an ML model training solution.

Computer Vision 52

Computer Vision Neural Network Auto-complete Data Scarcity 52

Pickl AI

OCTOBER 9, 2024

Small Language Models (SLMs) are a subset of AI models specifically tailored for Natural Language Processing (NLP) tasks. This makes advanced NLP capabilities accessible even to smaller organisations. This blog explores the innovations in AI driven by SLMs, their applications, advantages, challenges, and future potential.

Natural Language Processing 52

Natural Language Processing Data Scarcity Large Language Models AI 52

deepsense.ai

FEBRUARY 12, 2024

Supervised learning Supervised learning is a widely used approach in machine learning, where algorithms are trained using a large number of input examples paired with their corresponding expected outputs. SegGPT Many successful approaches from NLP are now being translated into computer vision. Source: own study.

Prompt Engineer 52

Prompt Engineer Prompt Engineering NLP Computer Vision 52

Allen AI

DECEMBER 4, 2023

They design a suite of tests based on AmbiEnt, presenting the first evaluation of pretrained LMs to recognize ambiguity and disentangle possible meanings, and encourage the field to rediscover the importance of ambiguity for NLP.

Natural Language Processing 52

Natural Language Processing Large Language Models Data Scarcity NLP 52

Viso.ai

FEBRUARY 11, 2024

Viso Suite is the only end-to-end computer vision platform Computer Vision vs. Robotics Vision vs. Machine Vision Computer Vision A sub-field of artificial intelligence (AI) and machine learning , computer vision enhances the ability of machines and systems to derive meaningful information from visual data.

Computer Vision 52

Computer Vision Robotics Natural Language Processing Data Scarcity 52

Viso.ai

FEBRUARY 11, 2024

Viso Suite is the only end-to-end computer vision platform Computer Vision vs. Robotics Vision vs. Machine Vision Computer Vision A sub-field of artificial intelligence (AI) and machine learning , computer vision enhances the ability of machines and systems to derive meaningful information from visual data.

Computer Vision 52

Computer Vision Robotics Natural Language Processing Data Scarcity 52

John Snow Labs

AUGUST 7, 2024

They advocate for the importance of transparency, informed consent protections, and the use of health information exchanges to avoid data monopolies and to ensure equitable benefits of Gen AI across different healthcare providers and patients. However as AI technology progressed its potential within the field also grew.

Generative AI 59

Generative AI AI AI Algorithm 59

John Snow Labs

FEBRUARY 29, 2024

They advocate for the importance of transparency, informed consent protections, and the use of health information exchanges to avoid data monopolies and to ensure equitable benefits of Gen AI across different healthcare providers and patients​​. However as AI technology progressed its potential within the field also grew.

Generative AI 40

Generative AI AI AI Algorithm 40

Marktechpost

OCTOBER 15, 2024

While mental health disorders like anxiety, depression, and schizophrenia affect a vast number of people globally, a significant percentage of those in need do not receive proper care due to resource limitations and privacy concerns surrounding the collection of personalized medical data.

Data Scarcity 107

Data Scarcity Inference Engine Large Language Models Machine Learning 107

Pickl AI

DECEMBER 4, 2024

Summary: The future of Data Science is shaped by emerging trends such as advanced AI and Machine Learning, augmented analytics, and automated processes. As industries increasingly rely on data-driven insights, ethical considerations regarding data privacy and bias mitigation will become paramount.

Data Science 52

Data Science Data Scientist Machine Learning Data Analysis 52

Viso.ai

DECEMBER 15, 2023

Symbolic Music Understanding ( MusicBERT ): MusicBERT is based on the BERT (Bidirectional Encoder Representations from Transformers) NLP model. It focuses on generating hip-hop rap lyrics, utilizing NLP and machine learning techniques to produce rhythmically and thematically coherent verses.

Computer Vision 52

Computer Vision Deep Learning AI AI 52

Bitext

AUGUST 23, 2023

We have shown in previous posts why Synthetic Training Data is the best way to boost the accuracy of any chatbot, and the solution to the most important problem of chatbots nowadays: data scarcity , namely, the lack of accurate and useful training data for the problems chatbots want to address.

Data Scarcity 52

Data Scarcity Chatbots AI AI 52

AWS Machine Learning Blog

DECEMBER 18, 2024

With a vision to build a large language model (LLM) trained on Italian data, Fastweb embarked on a journey to make this powerful AI capability available to third parties. To tackle this data scarcity challenge, Fastweb had to build a comprehensive training dataset from scratch to enable effective model fine-tuning.

Large Language Models 100

Large Language Models Data Scarcity LLM Generative AI 100