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diff --git a/AI/model.py b/AI/model.py
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--- a/AI/model.py
+++ /dev/null
@@ -1,179 +0,0 @@
-# 필요 라이브러리
-import os
-import random
-import cv2
-from matplotlib import pyplot as plt
-from PIL import Image
-import torchvision.transforms as transforms
-import torchvision
-import torch
-from torchvision.datasets import ImageFolder
-from torch.utils.data.dataloader import DataLoader 
-import torch.nn as nn
-from torch import optim
-from torch.autograd import Variable
-
-
-# 데이터 불러오기
-current_directory = os.path.dirname(os.path.realpath(__file__))
-data_directory = os.path.join(current_directory, 'GAN/data')
-data_images_filepaths = sorted([os.path.join(data_directory, f) for f in os.listdir(data_directory)])
-images_filepaths = [*data_images_filepaths]
-
-gan_images_filepaths = [i for i in images_filepaths if cv2.imread(i) is not None]
-
-random.seed(42)
-random.shuffle(gan_images_filepaths)
-#print(len(gan_images_filepaths))
-
-# 시각화
-# for i in range(5):
-#     image = cv2.imread(gan_images_filepaths[i])
-#     image_rgb = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
-    
-#     plt.imshow(image_rgb)
-#     plt.axis('off')
-#     plt.show()
-
-# 데이터 전처리부터 로드까지
-trans = transforms.Compose([transforms.Resize(190),
-                           transforms.ToTensor(),
-                           transforms.Normalize([0.5],[0.5])
-                           ])
-
-gan_directory = os.path.join(current_directory, 'GAN')
-dataset = ImageFolder(
-    root = gan_directory,
-    transform=trans
-)
-
-train_data_loader = torch.utils.data.DataLoader(dataset, batch_size=32,
-                                          num_workers=0, shuffle=True)
-
-# 모델
-
-latent_dim = 100
-img_shape = (3,190,190)
-
-class Generator(nn.Module):
-    def __init__(self, latent_dim, img_shape):
-        super(Generator, self).__init__()
-        self.latent_dim = latent_dim
-        self.img_shape = img_shape
-        
-        # 입력 크기 조정
-        self.fc = nn.Linear(latent_dim, 128)
-        self.model = nn.Sequential(
-            nn.Linear(128, 256),
-            nn.ReLU(inplace=True),
-            nn.Linear(256, 512),
-            nn.ReLU(inplace=True),
-            nn.Linear(512, img_shape[0] * img_shape[1] * img_shape[2]),
-            nn.Tanh()  # 생성된 이미지의 픽셀 값 범위를 (-1, 1)로 조정
-        )
-
-    def forward(self, z):
-        x = self.fc(z)
-        img = self.model(x)
-        img = img.view(img.size(0), *self.img_shape)
-        return img
-    
-class Discriminator(nn.Module):
-    def __init__(self, img_shape):
-        super(Discriminator, self).__init__()
-        self.img_shape = img_shape
-        
-        # 입력 크기 조정
-        self.fc = nn.Linear(img_shape[0] * img_shape[1] * img_shape[2], 512)
-        self.model = nn.Sequential(
-            nn.Linear(512, 256),
-            nn.ReLU(inplace=True),
-            nn.Linear(256, 1),
-            nn.Sigmoid()  # 이진 분류를 위해 시그모이드 활성화 함수 사용
-        )
-
-    def forward(self, img):
-        x = img.view(img.size(0), -1)
-        x = self.fc(x)
-        validity = self.model(x)
-        return validity
-    
-from torch import optim
-
-generator = Generator(latent_dim, img_shape)
-discriminator = Discriminator(img_shape)
-
-learning_rate = 0.0002
-beta1 = 0.9
-
-adversarial_loss = nn.BCELoss()
-
-optimizer_G = optim.Adam(generator.parameters(), lr=learning_rate, betas=(beta1, 0.999))
-optimizer_D = optim.Adam(discriminator.parameters(), lr=learning_rate, betas=(beta1, 0.999))
-
-num_epochs = 500
-interval_save_img = 1000
-
-is_cuda = torch.cuda.is_available()
-device = torch.device('cuda' if is_cuda else 'cpu')
-
-Tensor = torch.cuda.FloatTensor if is_cuda else torch.FloatTensor
-
-def random_sample_z_space(batch_size=1, dim_noise=100):
-    return torch.randn(batch_size, dim_noise, device=device)
-
-from torch.autograd import Variable
-
-losses = []
-
-for idx_epoch in range(num_epochs):
-    for idx_batch, (imgs, _) in enumerate(train_data_loader):
-        # Ground truth variables indicating real/fake
-        real_ground_truth = Variable(Tensor(imgs.size(0), 1).fill_(1.0), requires_grad=False)
-        fake_ground_truth = Variable(Tensor(imgs.size(0), 1).fill_(0.0), requires_grad=False)
-
-        # Real image
-        real_imgs = Variable(imgs.type(Tensor))
-
-        #####################
-        # Train Generator
-
-        optimizer_G.zero_grad()
-
-        # Random sample noise
-        z = random_sample_z_space(imgs.size(0))
-
-        # Generate image
-        gen_imgs = generator(z)
-
-        # Generator's loss: loss between D(G(z)) and real ground truth
-        loss_G = adversarial_loss(discriminator(gen_imgs), real_ground_truth)
-
-        loss_G.backward()
-        optimizer_G.step()
-
-
-        #####################
-        # Train Discriminator
-
-        optimizer_D.zero_grad()
-
-        loss_real = adversarial_loss(discriminator(real_imgs), real_ground_truth)
-        loss_fake = adversarial_loss(discriminator(gen_imgs.detach()), fake_ground_truth)
-        loss_D = (loss_real+loss_fake)/2
-
-        loss_D.backward()
-        optimizer_D.step()
-
-
-        #####################
-        # archieve loss
-        losses.append([loss_G.item(), loss_D.item()])
-
-        # Print progress
-        if idx_batch % 10 == 0:
-            print("[Epoch {}/{}] [Batch {}/{}] loss_G: {:.6f}, loss_D: {:.6f}".format(idx_epoch, num_epochs,
-                                                                                      idx_batch, len(train_data_loader),
-                                                                                      loss_G, loss_D))
-
-        batches_done = idx_epoch * len(train_data_loader) + idx_batch
\ No newline at end of file