How Computer Vision is Reshaping Real Estate Search - Andrew Flachner - session from Connect on the Road Miami - November 30, 2016

1. COMPUTER VISION

8. + + + + +
Chocolate Pudding Crushed Pineapple Strawberry Jam Very Cherry French VanillaTop Banana

9. + + + +
Crushed Pineapple Raspberry Sunkist Orange Raspberry Sunkist Lemon

10. ≠
Buttered Popcorn Piña Colada

38. TANGERINE
TANGERINE

40. KITCHEN ISLAND

41. KITCHEN ISLAND
PENDANT LIGHTING

42. KITCHEN ISLAND
PENDANT LIGHTINGWINE CELLAR

43. OPEN FLOOR PLAN

44. OPEN FLOOR PLAN
BUILT IN SPEAKERS

45. COMPUTER VISION

46. WHAT IS
COMPUTER VISION?

47. Deep Learning
A technique by which computers learn to
solve problems and improve over time.

51. Humans are incredibly slow
computing machines.

53. COMPUTER VISION
IN YOUR LIFE

54. Julie Hughes
Andrew Flachner

58. Courtesy Nest Labs

62. Courtesy: Sighthound

63. COMPUTER VISION
IN REAL ESTATE

64. Home search ignores
hundreds of data points.

66. On portals and in the MLS,
photos are worth zero words.

67. UNTIL NOW
On portals and in the MLS,
photos are worth zero words.

68. PALM TREES
STONE WALL
TILE ROOF
2-CAR GARAGE
BALCONYNATURAL LIGHT

70. 10,000,000
Photos Tagged

75. 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 | 94114
2385 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

76. SAN FRANCISCO | 94115 SAN FRANCISCO | 94114 SAN FRANCISCO | 94114
2385 Bush Street 53 Clarendon Avenue 498 Corbett Street
Vaulted Ceiling, Open Floor Plan, Skylights Hardwood Floors, Natural Light Natural Light, Tray Ceiling, Chandelier
LIVINGROOMBATHROOMS
Vessel Sink, Double Sinks Bathtub, Natural Light, Double Sinks Bathtub, Tile Walls, Vanity

77. FOYER/ENTRANCE LIVING/FAMILY ROOM DINING ROOM KITCHEN BATHROOM MISC
ALL (1 OF 55)

78. BATHROOM (1 OF 6)
Updated Bathroom, Tile, Vessel Sink
FOYER/ENTRANCE LIVING/FAMILY ROOM DINING ROOM KITCHEN BATHROOM MISC

79. 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

80. THE FUTURE OF
COMPUTER VISION

94. Who will usher in this
new era of home search?

95. WHAT DOES
COMPUTER VISION
MEAN FOR YOU?

96. ROBOTS HUMANS

97. ROBOTS HUMANS
MAN-MACHINE SYMBIOSIS

98. ROBOTS HUMANS
MAN-MACHINE SYMBIOSIS

99. Computer Vision
+
Agent Expertise

100. Computer Vision
+
Agent Expertise
=
HOME BUYING
EXPERIENCE IN 20/20

101. COMPUTER VISION

102. COMPUTER VISION