gistfile1.txt

nicholai@nicholai-desktop $> python3 train.py --verbose
/usr/bin/python3.5 /media/nicholai/AEEE-B5B7/School/F16/ComputerVision/Final/Neural-Emotion/adaptiveTraining.py
Using gpu device 0: GeForce GTX 1070 (CNMeM is enabled with initial size: 85.0% of memory, cuDNN 5105)
/home/nicholai/.local/lib/python3.5/site-packages/theano/sandbox/cuda/__init__.py:600: UserWarning: Your cuDNN version is more recent than the one Theano officially supports. If you see any problems, try updating Theano or downgrading cuDNN to version 5.
  warnings.warn(warn)
/home/nicholai/.local/lib/python3.5/site-packages/theano/tensor/signal/downsample.py:6: UserWarning: downsample module has been moved to the theano.tensor.signal.pool module.
  "downsample module has been moved to the theano.tensor.signal.pool module.")
/home/nicholai/.local/lib/python3.5/site-packages/sklearn/cross_validation.py:44: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.
  "This module will be removed in 0.20.", DeprecationWarning)
  
Explanation
    X, Y:    image dimensions
    cap.:    learning capacity
    cov.:    coverage of image
    magenta: capacity too low (<1/6)
    cyan:    image coverage too high (>100%)
    red:     capacity too low and coverage too high
    
 epoch    trn loss    val loss    trn/val    valid acc  dur
-------  ----------  ----------  ---------  -----------  ------
      1     1.99494     1.96853    1.01341      0.21716  34.52s
      2     1.93688     1.90371    1.01742      0.22635  34.42s
      3     1.84026     1.85201    0.99365      0.22635  34.15s
...
      500   1.84026     1.85201    0.99365      0.22635  34.15s
      
Parameters Saved.

nicholai@nicholai-desktop $> python3 predict.py --verbose happy.jpg
Loaded Image happy.jpg (filesize: 480x640)
Converted To Grayscale
Extracted Face Location: Top Left => 176x142 , Bottom Right 391x407
Rescaling Face: Size (1x196x196)
Predicting Image: Done!
Emotion: Anger