Share

Java Neural Network Framework Neuroph

The forum address has changed, you have been automatically redirected. Please update any bookmarks to use the new URL.

Subscribe

image recognition tools

  1. 2009-08-04 16:31:43 UTC
    I am looking for some image recognition tools, which I saw were added in version 2.2 ("Sample image recognition application"), I also saw an image of an image trainer app (http://dota-autoscript.com/blog/neuroph-neural-networks-dota-image-recognition/) which I cant seem to find in the easyNeurons jar. It seems also that the menu item in easyNeurons > Samples > Image trainer is greyed out. Anyone know where I can find one of these sample apps?
    Thanks,
    jesse
  2. 2009-08-05 19:38:50 UTC
    Hello jesse .

    The tool you are looking for is in

    org.neuroph.contrib.tileclassification.gui.TileClassificationTrainerGui
    This is the tool described at dota-script site. The support for image recognition in easyNeurons is under development, and it is based on this tool.


    1. To start image recognition tool type:

    java -cp easyneurons.jar org.neuroph.contrib.tileclassification.gui.TileClassificationTrainerGui

    2.In the field 'Neural network name' Type the name for your neural network like MyNeuralNetwork.nnet
    This is the name of file where your network will be saved

    3. Put images you want to recognize in one directory, and give appropriate name for each image. Image names will be used as labels for outputs. Click 'Choose directory of labeled images' button and select that directory. Use 'Choose directory of junk images' to specify images that should not be recognized (for example full red, green and blue squares).

    4. Click 'start learning button'. When Net error around 0.01 click Stop Learning.

    5. To test network click 'Choose test Image' and select some image you used for training. In the text box you'll get the posibility that chosen image belongs to some of the categories.

    This tool can be used to recognize 8x8 pixels color images. Bigger images must be scaled to this dimension.

    Cheers,
    Zoran
  3. 2009-10-11 03:18:06 UTC
    The newest Neuroph release now includes much more mature image recognition tools built into the gui.
< Previous | 1 | Next >

Add a Reply

This forum does not allow anonymous participation.

Log in to add a reply. Not registered? Create an account to participate and receive email updates when replies are posted to this topic.