we took my student bill without any prompting took some some car mounted camera datasets so this we train it on the kiddy data set which is in Germany and then what I'm showing you here is the test set which is the Caltech pedestrian data set and then this is what the predictions look like so they're not perfect they're a little bit blurry if we put a Gann on it we can make it less blurry sure but we're really just focusing on sort of learning what kind of representations we can pull out of this and a couple interesting things