とらりもん - keras Diff
- Added parts are displayed like this.
- Deleted parts are displayed
like this.
[[https://keras.io/ja/]]
!classification
Here, "x" is the input data tensor (np.ndarray)
"model" is an instance of classifier, such as keras.models.Sequential.
* If you want the final class label only:
class = model.predict_class(x)
# The result "class" is a np.ndarray instance containing classlabelslabel
* If you want probability (softmax) of all the candidate classes:
class_prob = model.predict(x)
# The result "class_preob" is a np.ndarray instance containing probability of each class
!
* keras.json for tensorflow
{
"image_data_format": "channels_last",
"epsilon": 1e-07,
"floatx": "float32",
"backend": "tensorflow"
}
!classification
Here, "x" is the input data tensor (np.ndarray)
"model" is an instance of classifier, such as keras.models.Sequential.
* If you want the final class label only:
class = model.predict_class(x)
# The result "class" is a np.ndarray instance containing class
* If you want probability (softmax) of all the candidate classes:
class_prob = model.predict(x)
# The result "class_preob" is a np.ndarray instance containing probability of each class
!
* keras.json for tensorflow
{
"image_data_format": "channels_last",
"epsilon": 1e-07,
"floatx": "float32",
"backend": "tensorflow"
}