adriacabeza

from threading import Thread
from functools import wraps

def spawns(func):
    @wraps(func)
    def spawned(*args, **kwargs):
        thread = Thread(target=func, args=args, kwargs=kwargs)
        thread.start()
        return thread
    return spawned

adriacabeza

find . -type f | cut -d/ -f2 | sort | uniq -c

#find. -type f to find all items of the type file
#cut -d/ -f2 to cut out their specific folder
#sort to sort the list of foldernames
#uniq -c to return the number of times each foldername has been counted

adriacabeza

import caffe

import numpy as np

mean = np.load('mean.npy').mean(1).mean(1)
image_dims = (224, 244)
model = 'deploy.prototxt'
weights = 'resnet-50.caffemodel'

net = caffe.Classifier(model, weights, image_dims=image_dims, mean=mean, raw_scale=255, channel_swap=[2, 1, 0])