Convolutional Neural Networks (CNNs) Essentials Video
- Be able to explain Convolutional Neural Networks (CNNs).
- Know the challenge with multi-layer perceptrons for overfitting and variation.
- Learn how CNNs work and why they are very important to analyzing visual imagery.
- Implement Neural Networks (CNNs) and filters using the numpy, matplotlib, and cv2 libraries.
- Be able to explain convolutional layers.
- Practice using convolutional layers to extract different kinds of filters and combine multiple activation maps.
Instructor: Advait Jayant
Length: 30 minutes
Access period: For one year starting from purchase date