I have following error.

➜  BossSensor git:(master) ✗ python camera_reader.py
Using TensorFlow backend.
Model Loaded.
face detected
Traceback (most recent call last):
  File "camera_reader.py", line 36, in <module>
    result = model.predict(image)
  File "/Users/huseyinmert/Desktop/tmp_code/BossSensor/boss_train.py", line 159, in predict
    result = self.model.predict_proba(image)
  File "/usr/local/lib/python2.7/site-packages/keras/models.py", line 758, in predict_proba
    preds = self.predict(x, batch_size, verbose)
  File "/usr/local/lib/python2.7/site-packages/keras/models.py", line 671, in predict
    return self.model.predict(x, batch_size=batch_size, verbose=verbose)
  File "/usr/local/lib/python2.7/site-packages/keras/engine/training.py", line 1161, in predict
    check_batch_dim=False)
  File "/usr/local/lib/python2.7/site-packages/keras/engine/training.py", line 108, in standardize_input_data
    str(array.shape))
Exception: Error when checking : expected convolution2d_input_1 to have shape (None, 64, 64, 3) but got array with shape (1, 3, 64, 64)

Hi,

do I need to create the model.h5 manually during the training.

python boss_train.py

OSError: Unable to create file (Unable to open file: name = './store/model.h5', errno = 2, error message = 'no such file or directory', flags = 13, o_flags = 602) Exception ignored in: <bound method BaseSession.del of <tensorflow.python.client.session.Session object at 0x10e0a1e80>> Traceback (most recent call last):

Hi could you add your article in the description as a reference to more info? http://ahogrammer.com/2016/11/15/deep-learning-enables-you-to-hide-screen-when-your-boss-is-approaching/

I user tensorflow 0.12, and I put some pictures in boss and other directories, but when I run boss_train.py ,it report error:
Traceback (most recent call last):
File "/home/zxx/PycharmProjects/BossSensor/boss_train.py", line 176, in
dataset.read()
File "/home/zxx/PycharmProjects/BossSensor/boss_train.py", line 35, in read
X_train, X_test, y_train, y_test = train_test_split(images, labels, test_size=0.3, random_state=random.randint(0, 100))
File "/usr/lib/python2.7/dist-packages/sklearn/cross_validation.py", line 1556, in train_test_split
arrays = check_arrays(*arrays, **options)
File "/usr/lib/python2.7/dist-packages/sklearn/utils/validation.py", line 287, in check_arrays
array.ndim)
ValueError: Found array with dim 4. Expected <= 2

Could you give me some help, thanks.

I'm a beginner,and i got those issues,what that means?

gine/training.py", line 429, in data_generator_task generator_output = next(self._generator) File "/Users/zhangfei/anaconda3/envs/venv/lib/python3.5/site-packages/keras/preprocessing/image.py", line 662, in next return self.next(*args, **kwargs) File "/Users/zhangfei/anaconda3/envs/venv/lib/python3.5/site-packages/keras/preprocessing/image.py", line 708, in next index_array, current_index, current_batch_size = next(self.index_generator) File "/Users/zhangfei/anaconda3/envs/venv/lib/python3.5/site-packages/keras/preprocessing/image.py", line 645, in _flow_index current_index = (self.batch_index * batch_size) % n ZeroDivisionError: integer division or modulo by zero

Traceback (most recent call last): File "boss_train.py", line 178, in model.train(dataset, nb_epoch=10) File "boss_train.py", line 143, in train validation_data=(dataset.X_valid, dataset.Y_valid)) File "/Users/zhangfei/anaconda3/envs/venv/lib/python3.5/site-packages/keras/models.py", line 935, in fit_generator initial_epoch=initial_epoch) File "/Users/zhangfei/anaconda3/envs/venv/lib/python3.5/site-packages/keras/engine/training.py", line 1600, in fit_generator callbacks.on_epoch_end(epoch, epoch_logs) UnboundLocalError: local variable 'epoch_logs' referenced before assignment

X_train, X_test, y_train, y_test = train_test_split(images, labels, test_size=0.3, random_state=random.randint(0, 100)) X_valid, X_test, y_valid, y_test = train_test_split(images, labels, test_size=0.5, random_state=random.randint(0, 100))

When I read “boss_train.py”,I found a constant named "FILE_PATH".I can't find its value "./store/model.h5" in any folders.Is it a forein file?

I run the boss_train.py, but there is an error called "AttributeError". It says that, 'ProgbarLogger' object has no attribute 'log_values'. Does anyone know how this problem happens? Thanks!

I have accomplish the model's train and evaluate,the evaluate result is 93%,but when I predict face on my camera , the process will think of all the faces as me . I should how to the problem。