Challenges in Image captioning

Image captioning, the task of generating textual descriptions for images, poses several challenges that must be addressed for effective performance ...

Attention Mechanism

The attention mechanism is a key concept in deep learning, particularly in the fields of natural language processing (NLP) and ...

What is Deep Learning

Deep learning is a subset of machine learning that leverages artificial neural network architectures. An artificial neural network (ANN) comprises ...

Vanishing Gradient Problem

The vanishing gradient problem is a common issue in training deep neural networks, especially those with many layers. It occurs ...

Deep Learning Algorithams

Deep learning algorithms are a subset of machine learning algorithms that use neural networks with multiple layers (hence "deep") to ...