The incident took place last night when Bindu strangulated her two kids- Rachit (5) and Radhika(6) to death after she had a heated argument with her husband Uttam Kumar and later committed suicide, they said.
Later, the bodies were recovered by the neighbours who informed the police about the same.
Further probes are on into the case, they added.