Convolutional Neural Networks (CNNs)
🚀 Convolutional Neural Networks (CNNs) have revolutionized computer vision by allowing computers to see the world in a way similar to humans. Utilizing layers that mimic the visual cortex, CNNs can identify and classify objects in images, recognize patterns and even generate new images.
How CNNs Work
CNNs make use of filters to process visual data. These filters extract various features from an image, pass them through pooling layers and into fully connected layers to make predictions or classifications.
Applications
- Image and video recognition 📸
- Medical image analysis 🏥
- Facial recognition 😊
- Self-driving cars 🚗
Learn More
Check out these resources to dive deeper:
