Symbols

100-layer DenseNet-BC for CIFAR10

building 69, 70, 71, 72, 73

Semantic Segmentation 422

A

accuracy 19

Actor-Critic method 338, 339, 340, 341

Adaptive Moments (Adam) 20

Advantage Actor-Critic (A2C) method 341, 342, 344

AE

CNN, using 268, 270, 271, 272, 273

Anaconda

URL 4

anchor box 373, 375, 377, 380

Artificial Intelligence (AI) 289

autoencoder

building, with Keras 81, 84, 85, 86, 87, 88, 90

decoder 78

encoder 78

principles 78, 79, 80

automatic colorization autoencoder 96, 101, 102, 103

auxiliary classifier GAN (ACGAN) 171

Auxiliary Classifier GAN (ACGAN) 133, 155, 156, 157, 159, 161, 163, 166, 167, 168

B

backbone network 391

backpropagation 23

Batch Normalization (BN) 112, 229

Bottleneck 43

C

callbacks 62

class imbalance 391

CNN

used, for AE 268, 270, 271, 272, 273

CNN MNIST digit classifier

summary 32

conditional GAN (CGAN) 171

Conditional...