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Making a binary classifier to detect pneumonia using chest x-rays images.

License: MIT License

Jupyter Notebook 100.00%
pneumonia-detection pneumonia-classification pneumoniac-xray pneumonia-classifier kaggle-dataset transfer-learning resnet vgg16 vgg16-model inception

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pneumonia-detection-using-deep-learning's Issues

ResNet architecture throws an error


TypeError Traceback (most recent call last)
in
11 BatchNormalization(),
12 Dropout(0.3),
---> 13 Dense(1,activation="sigmoid")
14 ])
15

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/tracking/base.py in _method_wrapper(self, *args, **kwargs)
455 self._self_setattr_tracking = False # pylint: disable=protected-access
456 try:
--> 457 result = method(self, *args, **kwargs)
458 finally:
459 self._self_setattr_tracking = previous_value # pylint: disable=protected-access

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/sequential.py in init(self, layers, name)
114 tf_utils.assert_no_legacy_layers(layers)
115 for layer in layers:
--> 116 self.add(layer)
117
118 @Property

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/tracking/base.py in _method_wrapper(self, *args, **kwargs)
455 self._self_setattr_tracking = False # pylint: disable=protected-access
456 try:
--> 457 result = method(self, *args, **kwargs)
458 finally:
459 self._self_setattr_tracking = previous_value # pylint: disable=protected-access

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/sequential.py in add(self, layer)
159 raise TypeError('The added layer must be '
160 'an instance of class Layer. '
--> 161 'Found: ' + str(layer))
162
163 tf_utils.assert_no_legacy_layers([layer])

TypeError: The added layer must be an instance of class Layer. Found: <keras.engine.training.Model object at 0x7f927a019410>

VGG16 CNN model throws an error


TypeError Traceback (most recent call last)
in
11 BatchNormalization(),
12 Dropout(0.3),
---> 13 Dense(1,activation="sigmoid")
14 ])

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/tracking/base.py in _method_wrapper(self, *args, **kwargs)
455 self._self_setattr_tracking = False # pylint: disable=protected-access
456 try:
--> 457 result = method(self, *args, **kwargs)
458 finally:
459 self._self_setattr_tracking = previous_value # pylint: disable=protected-access

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/sequential.py in init(self, layers, name)
114 tf_utils.assert_no_legacy_layers(layers)
115 for layer in layers:
--> 116 self.add(layer)
117
118 @Property

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/tracking/base.py in _method_wrapper(self, *args, **kwargs)
455 self._self_setattr_tracking = False # pylint: disable=protected-access
456 try:
--> 457 result = method(self, *args, **kwargs)
458 finally:
459 self._self_setattr_tracking = previous_value # pylint: disable=protected-access

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/sequential.py in add(self, layer)
159 raise TypeError('The added layer must be '
160 'an instance of class Layer. '
--> 161 'Found: ' + str(layer))
162
163 tf_utils.assert_no_legacy_layers([layer])

TypeError: The added layer must be an instance of class Layer. Found: <keras.engine.training.Model object at 0x7f92af7cfa90>

InceptionNet network throws an error


TypeError Traceback (most recent call last)
in
11 BatchNormalization(),
12 Dropout(0.3),
---> 13 Dense(1,activation="sigmoid")
14 ])
15

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/tracking/base.py in _method_wrapper(self, *args, **kwargs)
455 self._self_setattr_tracking = False # pylint: disable=protected-access
456 try:
--> 457 result = method(self, *args, **kwargs)
458 finally:
459 self._self_setattr_tracking = previous_value # pylint: disable=protected-access

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/sequential.py in init(self, layers, name)
114 tf_utils.assert_no_legacy_layers(layers)
115 for layer in layers:
--> 116 self.add(layer)
117
118 @Property

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/tracking/base.py in _method_wrapper(self, *args, **kwargs)
455 self._self_setattr_tracking = False # pylint: disable=protected-access
456 try:
--> 457 result = method(self, *args, **kwargs)
458 finally:
459 self._self_setattr_tracking = previous_value # pylint: disable=protected-access

/opt/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/sequential.py in add(self, layer)
159 raise TypeError('The added layer must be '
160 'an instance of class Layer. '
--> 161 'Found: ' + str(layer))
162
163 tf_utils.assert_no_legacy_layers([layer])

TypeError: The added layer must be an instance of class Layer. Found: <keras.engine.training.Model object at 0x7f9314c9e850>

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