Topbots

OCTOBER 4, 2023

Generated with Bing and edited with Photoshop Predictive AI has been driving companies’ ROI for decades through advanced recommendation algorithms, risk assessment models, and fraud detection tools. On the other hand, generative models like diffusion models can create new images that are not present in the training data (e.g.,

Generative AI 118

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

Heartbeat

SEPTEMBER 20, 2023

This technology has broad applications, including aiding individuals with visual impairments, improving image search algorithms, and integrating optical recognition with advanced language generation to enhance human-machine interactions. Various algorithms are employed in image captioning, including: 1.

Natural Language Processing 52

Natural Language Processing Computer Vision NLP Algorithm 52

Heartbeat

FEBRUARY 8, 2024

Convolutional neural networks (CNNs) and recurrent neural networks (RNNs) are often employed to extract meaningful representations from images and text, respectively. Images are visual data, while text is linguistic data.

Neural Network 52

Neural Network Deep Learning Convolutional Neural Networks Computer Vision 52

Heartbeat

OCTOBER 12, 2023

They owe their success to many factors, including substantial computational resources, vast training data, and sophisticated architectures. One of the standout achievements in this domain is the development of models like GPT (Generative Pre-trained Transformer) and BERT (Bidirectional Encoder Representations from Transformers).

Large Language Models 59

Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 59

John Snow Labs

MAY 8, 2024

These early efforts were restricted by scant data pools and a nascent comprehension of pathological lexicons. in 2017 highlighted this by demonstrating a deep learning algorithm’s ability to classify skin cancer with accuracy comparable to that of human dermatologists, based on an extensive dataset of 129,450 clinical images.

Large Language Models 40

Large Language Models Automation NLP Machine Learning 40