sentence1: on a set of over one million youtube videos with weakly annotated class labels , karpathy et al successfully trained a cnn and showed that the obtained features also perform reasonably well on other action recognition benchmarks .
sentence2: karpathy et al trained a deep convolutional neural network using 1 million weakly labeled youtube videos and reported a moderate success using it as a feature extractor .