Live & Learn

CNN – Review

—

by

Winnie
in 
import tensorflow as tf
from tensorflow.keras import layers, models

model = models.Sequential([
    layers.Conv2D(filters=1, kernel_size=(2, 2), activation='relu', input_shape=(4, 4, 1)),
    layers.MaxPool2D(pool_size=(2, 2)),
    layers.Flatten(),
    layers.Dense(2, activation='sigmoid')
])

model.build(input_shape=(None, 4, 4, 1))

model.summary()

Other Resources:
http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf
https://jasoncantarella.com/downloads/CNN.pdf
https://arxiv.org/pdf/1609.04112.pdf
https://adeshpande3.github.io/The-9-Deep-Learning-Papers-You-Need-To-Know-About.html


Winnie

Data Scientist and Machine Learning tinkerer by profession, an Astrophysics enthusiast, and a curious soul by nature. I’ve worked on everything from forecasting weather to products to people to decoding cosmic signals, and I never really outgrew my obsession with the stars. I love building AI systems that are not just smart, but meaningful whether it’s helping people understand their world better, or helping machines understand ours.

Share: