Image Captioning Models
Image Captioning Models: A Comprehensive Guide Image captioning is a complex AI task that involves understanding an image and generating a descriptive text. This task combines computer vision and natural….
Tag: Sequence Modeling
LSTMs for Time Series
Long Short-Term Memory Networks (LSTMs) for Time Series Forecasting 1. Introduction to LSTMs for Time Series Forecasting Long Short-Term Memory (LSTM) networks are a type of Recurrent Neural Network (RNN)….
Transformers in Deep Learning
Transformers in Deep Learning: A Detailed Explanation Transformers have revolutionized the field of deep learning, especially in Natural Language Processing (NLP), by providing a highly parallelizable and scalable architecture for….
Long Short-Term Memory Networks (LSTMs)
Long Short-Term Memory Networks (LSTMs): Detailed Explanation Long Short-Term Memory Networks (LSTMs) are a specialized type of Recurrent Neural Networks (RNNs) that are specifically designed to overcome the limitations of….