Ab-initio reconstruction can fail when data quality is poor or when viewing directions are missing or strongly biased. For strongly biased viewing directions, subsequent rounds of 2D classification and rebalancing of 2D classes may help equalize views. Highly symmetric structures can also pose challenges. It is not recommended to enforce symmetry during ab-initio reconstruction but can be helpful when symmetry is known in advance.