A simple synthetic dataset and baseline model for visual counting. The task is to count the number of even digits given a 100x100 image, each with up to 5 randomly chosen MNIST digits.
A fast and canonical project setup for TensorFlow models. The most difficult part of getting started with TensorFlow isn’t deep learning, it’s putting together hundreds of API calls into a cohesive model. TFStage stubs out a new TensorFlow project and includes hooks for deployment either locally or to Google Cloud.