That home, on the 400 block of West Chew Avenue, has been the focus of a major investigation for several months, and police said during a news conference on Wednesday that the investigation will continue for some time.
The owner of the home, 44-year-old Eugene Horsch, has been in custody since June.
The video above is from a previous report.
The women who were seen in the images have been identified, though police said since no bodies have been found they can not yet be declared dead.
However, police publicly named the women after notifying their families.
One of the women was identified as Maribel Fresses, who was born in 1990 and was last seen in February 2018.
The other woman was identified as Gabrielle Amarando, who was born in 1990 and has been missing since September 2012.
Two other missing women have been previously connected to the home. Their whereabouts remain unknown.
Expanded perimeter in place as investigation continues at Olney home
When Horsch was arrested in June, he was with a woman who was carrying the ID of Blair Tonzelli, police said. That woman was not Tonzelli, police said.
The woman allegedly told police Horsch gave her the ID.
Amy McHale, who disappeared in 2016, may also be connected to the home. Her daughter, Amanda Stofer, told Action News that McHale was married to Horsch's father, Ray Horsch, and Stofer said her mother was last seen at the West Chew Ave. home.
Also on Wednesday, police said a search of the home turned up five urns with what are believed to be cremated remains, though investigators have not said whose remains those are.
Police continue to investigate what appeared to be a home lab in the basement of the home, with containers filled with an unknown oily substance.
Pipes excavated at Olney home at center of federal investigation
When Horsch was found inside a car on Independence Mall back in June, police say he had illegal guns, drugs and a fake DEA badge.
His case is being handled in federal court.
Police said cadaver dogs searched the property in mid-July. The Action Cam captured investigators in protective suits removing test tubes from the residence.
The following week, investigators were seen excavating and removing an underground pipe from in front of the property.
Police say they are asking for the public's help as this investigation continues. Anyone with information can call the police tip line at 215-686-TIPS (8477) or call the Homicide Unit at 215-686-3334.