Convolutional Neural Networks
Use the tabs to access content. Theory part is general, R & Python application part language specific.
This session introduces to convolutional neural networks (CNN) that model spacial dependencies well, and are often used in computer vision.
Suggested Datacamp courses
- Image Processing with Keras in Python
Video: Introduction CNNs
Slides
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Video 1: CNN
No video available, follow the python version, which is pretty much the same workflow.
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Video 1: Cats and Dogs Detection
Video 2: Transfer Learning
Video 3: Best practice with Fast.ai