CNN Receptive Field

Extract the receptive field of a fully connected cnn.

python receptive_field_size.py --kernel_sizes 5 2 --strides 3 1

Output:

[INFO] receptive field for a network with kernel-sizes: [5, 2] & strides: [3, 1] is: 8

Note: image is taken from: https://www.baeldung.com/cs/cnn-receptive-field-size

references

1. https://www.baeldung.com/cs/cnn-receptive-field-size
2. https://distill.pub/2019/computing-receptive-fields/#return-from-solving-receptive-field-size