17.3. DCGAN （Deep Convolutional Generative Adversarial Networks）#

[Radford et al., 2015]

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from typing import Any, Union, Callable, Type, TypeVar
from tqdm.std import trange,tqdm
import numpy as np 
import numpy.typing as npt
import pandas as pd 
import matplotlib.pyplot as plt 
import plotly.express as px
import seaborn as sns
from PIL import Image
import cv2
import requests

# pytorch関連のimport
import torch
import torch.nn as nn 
import torch.nn.functional as F 
import torch.optim as optim 
import torchvision
import torchvision.transforms as transforms

from src import utils
SEED = 2023_7_17
utils.set_seed(SEED)

17.3.1. DCGANの仕組み#

17.3.2. 実験#

17.3.2.1. 実験結果#

17.4. 参考文献#

17.4.1. 論文等#

RMC15

missing journal in Radford2015-ci