Convolutional Neural Networks (CNNs) Essentials Video

Convolutional Neural Networks (CNNs) Essentials Video

Objectives:

1. Be able to explain Convolutional Neural Networks (CNNs).
2. Know the challenge with multi-layer perceptrons for overfitting and variation.
3. Learn how CNNs work and why they are very important to analyzing visual imagery.
4. Implement Neural Networks (CNNs) and filters using the numpy, matplotlib, and cv2 libraries.
5. Be able to explain convolutional layers.
6. 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