for i in range(len(imlist)):
 img =np.array(Image.open('/home/fatmasaid/new_flicker_data_resized_color'+'//'+imlist[i]))
 immatrix =np.array(img.flatten())
print (immatrix.shape )

immatrix = np.empty((len(imlist),3, 187, 100), dtype="float32")
l=len(imlist)

for i in range(l):
    img = Image.open(path2 + '/'+ imlist[i])
    width, height=img.size


    r=np.zeros((187,100),dtype=float)
    g=np.zeros((187,100),dtype=float)
    b=np.zeros((187,100),dtype=float)

    for y in range(height-1):
        for x in range(width-1):
            rgb = img.getpixel((x,y))

            rgb=(rgb[0],rgb[1],rgb[2],);

            r[y][x]=rgb[0]
            g[y][x]=rgb[1]
            b[y][x]=rgb[2]

    AImg=[r,g,b]

    arr = np.asarray(AImg, dtype="float32")
    immatrix[i, :, :, :] = arr

    if i % 5000 == 0:
        print (i)
print (immatrix.shape)