随笔分类 -  计算机视觉

Pytorch图像分类实现工业缺陷检测
摘要：In [1]: import os, sys import torch, torchvision import numpy as np from torch.utils.data import Dataset, DataLoader import cv2 as cv import matplotli 阅读全文
posted @ 2025-02-25 12:38 Funsion Wu 阅读(99) 评论(0) 推荐(0)
Pytorch实现基于AlexNet的花分类
摘要：In [1]: import torch import torch.nn as nn from torchvision import transforms, datasets, utils import matplotlib.pyplot as plt from PIL import Image i 阅读全文
posted @ 2025-02-07 18:30 Funsion Wu 阅读(52) 评论(0) 推荐(0)
Fashion-MNIST时尚物品分类
摘要：In [1]: import torch from torch import nn from torch.utils.data import DataLoader from torchvision import datasets from torchvision.transforms import 阅读全文
posted @ 2025-02-07 10:57 Funsion Wu 阅读(60) 评论(0) 推荐(0)
Pytorch迁移学习识别四种天气
摘要：In [1]: import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim import numpy as np import matplotlib.pyplot as 阅读全文
posted @ 2025-02-04 22:12 Funsion Wu 阅读(59) 评论(0) 推荐(0)
Pytorch卷积神经网络识别四种天气
摘要：In [1]: import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim import numpy as np import matplotlib.pyplot as 阅读全文
posted @ 2025-02-04 15:34 Funsion Wu 阅读(63) 评论(0) 推荐(0)
Pytorch实现二分类问题
摘要：In [1]: import torch import pandas as pd import numpy as np import matplotlib.pyplot as plt from torch import nn from torch.utils.data import TensorDa 阅读全文
posted @ 2025-01-31 16:03 Funsion Wu 阅读(40) 评论(0) 推荐(0)
pytorch实现线性回归
摘要：In [1]: import torch import numpy as np import pandas as pd import matplotlib.pyplot as plt from torch import nn In [2]: data = pd.read_csv('./Income1 阅读全文
posted @ 2025-01-27 16:27 Funsion Wu 阅读(54) 评论(0) 推荐(0)
TensorFlow迁移学习DenseNet121预测10-monkey-species
摘要：In [1]: from tensorflow import keras import tensorflow as tf import numpy as np import pandas as pd from scipy import ndimage import matplotlib.pyplot 阅读全文
posted @ 2025-01-22 17:21 Funsion Wu 阅读(71) 评论(0) 推荐(0)
TensorFlow迁移学习Resnet50预测10-monkey-species
摘要：In [15]: from tensorflow import keras import tensorflow as tf import numpy as np import pandas as pd from scipy import ndimage import matplotlib.pyplo 阅读全文
posted @ 2025-01-22 15:00 Funsion Wu 阅读(68) 评论(0) 推荐(0)
TensorFlow实现VGG识别10-monkey-species
摘要：In [1]: from tensorflow import keras import tensorflow as tf import numpy as np import pandas as pd import matplotlib.pyplot as plt In [2]: cfgs = { ' 阅读全文
posted @ 2025-01-22 14:56 Funsion Wu 阅读(33) 评论(0) 推荐(0)
TensorFlow手写AlexNet识别10-monkey-species
摘要：In [1]: from tensorflow import keras import tensorflow as tf import numpy as np import pandas as pd import matplotlib.pyplot as plt In [9]: def AlexNe 阅读全文
posted @ 2025-01-21 15:14 Funsion Wu 阅读(25) 评论(0) 推荐(0)
TensorFlow卷积神经网络识别10-monkey-species
摘要：In [1]: from tensorflow import keras import tensorflow as tf import numpy as np import pandas as pd import matplotlib.pyplot as plt In [2]: # 文件下载地址 h 阅读全文
posted @ 2025-01-20 13:40 Funsion Wu 阅读(23) 评论(0) 推荐(0)
TensorFlow卷积神经网络识别CiFar10物品分类
摘要：In [1]: import numpy as np import pandas as pd import matplotlib.pyplot as plt import tensorflow as tf from sklearn.preprocessing import StandardScale 阅读全文
posted @ 2025-01-19 22:55 Funsion Wu 阅读(46) 评论(0) 推荐(0)
TensorFlow识别CiFar10物品分类
摘要：In [1]: import numpy as np import pandas as pd import matplotlib.pyplot as plt import tensorflow as tf from sklearn.preprocessing import StandardScale 阅读全文
posted @ 2025-01-19 16:38 Funsion Wu 阅读(35) 评论(1) 推荐(0)
TensorFlow手写数字识别
摘要：In [1]: import numpy as np import matplotlib.pyplot as plt import tensorflow as tf from sklearn.preprocessing import StandardScaler import pandas as p 阅读全文
posted @ 2025-01-19 11:50 Funsion Wu 阅读(32) 评论(0) 推荐(0)