The data contains images of streets in South Africa that either have potholes (positive response) or do not (negative response). The data have been split into a test and train set. The training set contains 4,026 images of test set contains 1,650 images.
Your task is to provide the probability that an image contains a pothole. For each unique image ID you should estimate the likelihood that the image contains a pothole, with an estimated probability value between 0 and 1.
The files you have for download here are: