Update app.py
Browse files
app.py
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@@ -1,4 +1,4 @@
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import streamlit as st
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from io import StringIO
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from PIL import Image
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import pandas as pd
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@@ -9,18 +9,18 @@ import os
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import torch
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import torch.nn as nn
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from torch.utils.data import Dataset, DataLoader
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import torchvision.models as models
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from torchinfo import summary
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from sklearn.model_selection import StratifiedKFold
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from sklearn.metrics import accuracy_score
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from tqdm import tqdm
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import cv2
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import albumentations as A # Albumentations is a computer vision tool that boosts the performance of deep convolutional neural networks. (https://albumentations.ai/)
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import matplotlib.pyplot as plt
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import seaborn as sns
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from albumentations.pytorch.transforms import ToTensorV2
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model = models.resnet50(pretrained=False)
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model.fc = nn.Linear(2048, num_classes)
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#import streamlit as st
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from io import StringIO
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from PIL import Image
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import pandas as pd
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import torch
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import torch.nn as nn
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from torch.utils.data import Dataset, DataLoader
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#import torchvision.models as models
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#from torchinfo import summary
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#from sklearn.model_selection import StratifiedKFold
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#from sklearn.metrics import accuracy_score
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from tqdm import tqdm
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import cv2
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#import albumentations as A # Albumentations is a computer vision tool that boosts the performance of deep convolutional neural networks. (https://albumentations.ai/)
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import matplotlib.pyplot as plt
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import seaborn as sns
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#from albumentations.pytorch.transforms import ToTensorV2
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model = models.resnet50(pretrained=False)
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model.fc = nn.Linear(2048, num_classes)
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