Girshick (2015) Fast R-CNN

This is the Fast R-CNN paper. It improves over R-CNN. It is a single-stage training model (i.e., only one model to train) on the Pascal VOC 2012 dataset. It is faster than R-CNN by using the RoI pooling layer. [more]

Great Expectations

Great expectations is a Python library for data validation. It tries to profile a sample dataset for what are the attributes, and the statistics of the attributes (e.g., if numeric, what are min, max, mean, variance, etc.). If you read the documentation, it would suggest you to create a data... [more]