Carbon Footprint of AI
Deep Learning
A neural network architecture designed to better handle spatial relationships between features in data.
Detailed Explanation
Capsule Networks are advanced neural networks that utilize groups of neurons called capsules to recognize complex patterns and spatial hierarchies in data. Unlike traditional models, they preserve spatial relationships, improving understanding of object orientation and pose. This enhances performance in tasks like image recognition, enabling more accurate and robust interpretation of visual information, especially when objects vary in position and perspective.
Use Cases
- •Enhances image recognition accuracy by preserving spatial relationships, enabling robust identification of objects regardless of movement or perspective changes.
Related Terms
Other terms in the Deep Learning category