git clone git@github.com:YOUR-USERNAME/YOUR-FORKED-REPO.git
cd into/cloned/fork-repo
git remote add upstream git://github.com/ORIGINAL-DEV-USERNAME/REPO-YOU-FORKED-FROM.git
git fetch upstream
##VGG16 model for Keras
This is the Keras model of the 16-layer network used by the VGG team in the ILSVRC-2014 competition.
It has been obtained by directly converting the Caffe model provived by the authors.
Details about the network architecture can be found in the following arXiv paper:
Very Deep Convolutional Networks for Large-Scale Image Recognition
K. Simonyan, A. Zisserman
import numpy as np | |
from keras.models import Sequential | |
from keras.layers.core import Activation, Dense | |
from keras.optimizers import SGD | |
X = np.array([[0,0],[0,1],[1,0],[1,1]], "float32") | |
y = np.array([[0],[1],[1],[0]], "float32") | |
model = Sequential() | |
model.add(Dense(2, input_dim=2, activation='sigmoid')) |