MIIA Pothole Image Classification Challenge

Identify which images of roads in South Africa contain potholes
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.
Get started on this challenge with this blog post by Johnowhitaker.
How to use Colab on Zindi
How to mount a drive on Colab