Topbots

OCTOBER 4, 2023

Image processing : Predictive image processing models, such as convolutional neural networks (CNNs), can classify images into predefined labels (e.g., On the other hand, generative models like diffusion models can create new images that are not present in the training data (e.g., virtual models for advertising campaigns).

Generative AI 118

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

Heartbeat

SEPTEMBER 20, 2023

Object Detection Image from a personal computer Convolutional neural networks (CNNs) are utilized in object detection algorithms to identify and locate objects based on their visual attributes accurately. These algorithms can learn and extract intricate features from input images by using convolutional layers.

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. As we navigate the complexities associated with integrating AI into healthcare practices our primary focus remains on using this technology to maximize its advantages while protecting rights and ensuring data privacy.

Large Language Models 40

Large Language Models Automation NLP Machine Learning 40