怎么使用pytorch调用inceptionv3
时间: 2023-06-11 15:05:31 浏览: 106
可以使用以下代码使用pytorch调用inceptionv3:
```python
import torch
import torch.nn as nn
import torch.optim as optim
import torchvision.models as models
import torchvision.transforms as transforms
# Define the InceptionV3 model
model = models.inception_v3(pretrained=True)
# Define the input transform
input_transform = transforms.Compose([
transforms.Resize(299),
transforms.CenterCrop(299),
transforms.ToTensor(),
transforms.Normalize(mean=[0.485, 0.456, 0.406],
std=[0.229, 0.224, 0.225])
])
# Define the image path
image_path = "path/to/image.jpg"
# Load and preprocess the image
image = Image.open(image_path)
image = input_transform(image).unsqueeze(0)
# Run the image through the model
output = model(image)
# Print the predicted class
print(torch.argmax(output))
```
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