Forked Demos-for-sales-marketing

This includes two imagenet classifiers, VGG16 and inception.

Running the demos

Download the needed files

The release will have the follwoing files, you will need to download the model you wish to use and place in your /tmp folder.

trained_inception_model.zip vgg16.zip

Inception is 84MB, and vgg16 is 490M.

You will also need to download the jar

training-demos-1.0-SNAPSHOT-bin.jar

Running the application

To run the web application simply run this command

Inception (smaller and loads faster)

java -cp training-demos-1.0-SNAPSHOT-bin.jar ai/skymind/training/InceptionWebApp

VGG16

java -cp training-demos-1.0-SNAPSHOT-bin.jar ai/skymind/training/VGG1parkJavaWebApp

This will launch a web application listening on the following urls.

http://localhost:4567/hello

This just returns the string "Hello World" and is useful for debugging.

http://localhost:4567/predict

This will return a form asking the user to select an image and providing an "Upload Picture" submit button. When an image is selected and "Upload Picture" is clicked the user will be taken to a results page showing the imagenet predictions.

http://localhost:4567/getPredictions

Here is an example of the json output.

{"data":[{"label":"Indian_elephant","prediction":90.71257},{"label":"tusker","prediction":4.065172},{"label":"African_elephant","prediction":1.4640747},{"label":"water_buffalo","prediction":1.0157301},{"label":"triceratops","prediction":0.7771906}], "performance":{ "feedforward":961,"total":1291}, "network":{ "parameters":23660968,"layers":203}}