+ + + + +Chocolate Pudding Crushed Pineapple Strawberry Jam Very Cherry French VanillaTop Banana
+ + + +Crushed Pineapple Raspberry Sunkist Orange Raspberry Sunkist Lemon
≠Buttered Popcorn Piña Colada
TANGERINE
TANGERINE
KITCHEN ISLAND
PENDANT LIGHTING
KITCHEN ISLAND
PENDANT LIGHTINGWINE CELLAR
OPEN FLOOR PLANBUILT IN SPEAKERS
WHAT IS
COMPUTER VISION?
Deep Learning A technique by which computers learn to solve problems and improve over time.
Humans are incredibly slow computing machines.
COMPUTER VISION
IN YOUR LIFE
Julie Hughes
Andrew Flachner
Courtesy Nest Labs
Courtesy: Sighthound
COMPUTER VISION
IN REAL ESTATE
Home search ignores hundreds of data points.
On portals and in the MLS, photos are worth zero words.
UNTIL NOW
On portals and in the MLS, photos are worth zero words.
PALM TREES
STONE WALL
TILE ROOF
2-CAR GARAGE
BALCONYNATURAL LIGHT
10,000,000 Photos Tagged
For Sale On market for 1 day For Sale On market for 9 day For Sale On market for 70 day
$1,200,000 $1,100,000 $999,000
SAN FRANCISCO | 94115 SAN FRANCISCO | 94114 SAN FRANCISCO | 941142385 Bush Street 53 Clarendon Avenue 498 Corbett Street
Notable Backsplash, Breakfast Bar, Stainless… Pendant Lighting, Kitchen Island, Hardwood Floors Natural Light, Breakfast Bar, Kitchen Island
KITCHEN
SAN FRANCISCO | 94115 SAN FRANCISCO | 94114 SAN FRANCISCO | 941142385 Bush Street 53 Clarendon Avenue 498 Corbett Street
Vaulted Ceiling, Open Floor Plan, Skylights Hardwood Floors, Natural Light Natural Light, Tray Ceiling, Chandelier
LIVI
NG R
OO
MBA
THRO
OM
S
Vessel Sink, Double Sinks Bathtub, Natural Light, Double Sinks Bathtub, Tile Walls, Vanity
FOYER/ENTRANCE LIVING/FAMILY ROOM DINING ROOM KITCHEN BATHROOM MISC
ALL (1 OF 55)
BATHROOM (1 OF 6)
Updated Bathroom, Tile, Vessel Sink
FOYER/ENTRANCE LIVING/FAMILY ROOM DINING ROOM KITCHEN BATHROOM MISC
KITCHEN (1 OF 5)
Recessed Lighting, Hardwood Floors, Ceiling Fan, Breakfast Bar, Stainless Steel Appliances
FOYER/ENTRANCE LIVING/FAMILY ROOM DINING ROOM KITCHEN BATHROOM MISC
THE FUTURE OF COMPUTER VISION
Who will usher in this new era of home search?
WHAT DOES COMPUTER VISION
MEAN FOR YOU?
ROBOTS HUMANS
MAN-MACHINE SYMBIOSIS
ROBOTS HUMANS
MAN-MACHINE SYMBIOSIS
Computer Vision +
Agent Expertise
Computer Vision +
Agent Expertise =
HOME BUYING EXPERIENCE IN 20/20