The folder contains the following documents:

• Final Report for the research project

Jupyter notebooks have been provided for the following tasks:

• Comapring Levenberg-Marquardt and Covariance Matrix Adaptation- Evolution Startegy for phase portrait classification.
• Classification of phase portraits
• Tracking critical points in phase portrait for motion anomalies
• A linear algorithm implementation of the phase portrait classification
• Experimenting the algorithm on the UMN crowd activity dataset(make sure to place the dataset in the exact folder mentioned within the code)
• Motion anomaly detected by change in fit:
• Tracking critical points for motion anomalies:
• Motion anomaly detected by change in type of flow: