copied the VOCdevkit to data folder and renamed it to VOCdevkit2007 and have no problem now.
I might be wrong but the initial commands had me download the VOCdevkit in the faster-rcnn root directory.
複製VOCdevkit到data目錄，重命名爲VOCdevkit2007，問題解決。
解答來源：github。