Before revision:  We present visual exploration scenarios using TopoAct that provide valuable insights towards learned representations of an image classifier  .
After revision:  We present visual exploration scenarios using TopoAct that provide valuable insights towards learned representations of an image classifier . We expect TopoAct to give a topological perspective that enriches the current toolbox of neural network analysis, and to provide a basis for network architecture diagnosis and data anomaly detection .