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Deep Learning with PyTorch
Module 3 of 12
3. Computer Vision (CNNs)
1. Convolutions
Sliding a filter over an image to detect edges, then textures, then objects.
pythonnn.Conv2d(in_channels=3, out_channels=16, kernel_size=3)
2. Pooling
Shrinking the image to summarize information and reduce computation.
pythonnn.MaxPool2d(2)