DeepFool | DeepFool Project to go deeper
kandi X-RAY | DeepFool Summary
kandi X-RAY | DeepFool Summary
Modification to DeepFool Project to go deeper in image modification
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Top functions reviewed by kandi - BETA
- Train the model using the kano model
- Calculate the adadelta gradient
- Return start and end indices
- Get the gradients of theano
- Transform noisy images
- Computes the homography of two matrices
- Verify the shape of images
- Run optimizer
- Reads and resizes the image
- Create a CNN
- Create a convolution layer
- Perform DeepFooling on an image
- Load all PNG files in a directory
- Wrapper for inception
- Extract noise
- Reads and resizes image
- Reads an image from path
- Apply noise to images
- Generate a CNN model
- Read images from folder
- List all files in Cleverhans
- Generate the gradient
- Generate symbolic graph
- Compute FSM using FastGradient Method
- Construct a convolution layer
- Generate the graph
- Generate a numpy array
DeepFool Key Features
DeepFool Examples and Code Snippets
Community Discussions
Trending Discussions on DeepFool
QUESTION
I am trying to import deepfool from this https://github.com/LTS4/DeepFool/blob/master/Python/test_deepfool.py.
I am getting error this error
...ANSWER
Answered 2020-May-19 at 16:53This is not how it works. As I understand you want to download the code. Than you should use git clone https://github.com/LTS4/DeepFool.git
.
You should use import
in the code. If you want to download this repository, just press the download button or clone it.
QUESTION
I'm trying to do Saliency Map Method using cleverhans.
My model needs to be keras sequential so for that reason I've searched and found cleverhans.utils_keras, Sequential uses KerasModelWrapper. But for some reason I still get it should be cleverhans model. Here's the stacktrace
TypeError Traceback (most recent call last) in 2 # https://github.com/tensorflow/cleverhans/blob/master/cleverhans/utils_keras.py 3 ----> 4 jsma = SaliencyMapMethod(model, sess=sess) 5 jsma_params = {'theta': 10.0, 'gamma': 0.15, 6 'clip_min': 0., 'clip_max': 1.,
c:\users\jeredriq\appdata\local\programs\python\python35\lib\site-packages\cleverhans\attacks__init__.py in init(self, model, sess, dtypestr, **kwargs) 911 """ 912 --> 913 super(SaliencyMapMethod, self).init(model, sess, dtypestr, **kwargs) 914 915 self.feedable_kwargs = ('y_target',)
c:\users\jeredriq\appdata\local\programs\python\python35\lib\site-packages\cleverhans\attacks__init__.py in init(self, model, sess, dtypestr, **kwargs) 55 56 if not isinstance(model, Model): ---> 57 raise TypeError("The model argument should be an instance of" 58 " the cleverhans.model.Model class.") 59
TypeError: The model argument should be an instance of the cleverhans.model.Model class.
And here's my code
...ANSWER
Answered 2019-Jun-09 at 18:33The Sequential
defined in cleverhans.utils_keras
is still keras' Sequential
model. What is needed is cleverhans.model.Model
. A keras model can be wrapped to provide this behaviour by using the KerasModelWrapper
class.
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