I found a map of id -> label https://gist.github.com/yrevar/942d3a0ac09ec9e5eb3a .
So for example
with open("imagenet1000_clsid_to_human.txt") as f:
idx2label = eval(f.read())
for idx in out[0].sort()[1][-10:]:
print(idx2label(idx))
will work, though eval
may be not good way.