Place training images in dataset/train/[label]/ and validation images in dataset/validate/[label]/ . Where [label] is the name of the object. Add as many different [label]s as you want.
Train the network:
python train.py
Visualize the model:
python visualize.py
Use the model on a single image:
python file.py /path/to/file.jpg
Run a simple web interface and api (on port 5353) that accept posted images:
python web.py