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README: add numpy to README examples #36

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3 changes: 3 additions & 0 deletions README.md
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Expand Up @@ -17,6 +17,7 @@ Pre-trained weights can be automatically loaded upon instantiation (`weights='im
### Classify images

```python
import numpy as np
from resnet50 import ResNet50
from keras.preprocessing import image
from imagenet_utils import preprocess_input, decode_predictions
Expand All @@ -37,6 +38,7 @@ print('Predicted:', decode_predictions(preds))
### Extract features from images

```python
import numpy as np
from vgg16 import VGG16
from keras.preprocessing import image
from imagenet_utils import preprocess_input
Expand All @@ -55,6 +57,7 @@ features = model.predict(x)
### Extract features from an arbitrary intermediate layer

```python
import numpy as np
from vgg19 import VGG19
from keras.preprocessing import image
from imagenet_utils import preprocess_input
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