Bags of SIFT with SVM Classify

Scene classification results visualization


Accuracy (mean of diagonal of confusion matrix) is 0.612

Category name Accuracy Sample training images Sample true positives False positives with true label False negatives with wrong predicted label
Kitchen 0.500
Industrial

LivingRoom

Bedroom

Bedroom
Store 0.470
Kitchen

LivingRoom

Kitchen

InsideCity
Bedroom 0.390
LivingRoom

Kitchen

LivingRoom

LivingRoom
LivingRoom 0.240
Kitchen

Bedroom

Store

Bedroom
Office 0.850
Bedroom

Kitchen

Kitchen

Suburb
Industrial 0.420
TallBuilding

LivingRoom

InsideCity

TallBuilding
Suburb 0.930
Industrial

Industrial

LivingRoom

Store
InsideCity 0.500
Coast

Street

Store

Store
TallBuilding 0.700
OpenCountry

Industrial

OpenCountry

Bedroom
Street 0.580
Bedroom

InsideCity

Industrial

Highway
Highway 0.740
Street

OpenCountry

Coast

OpenCountry
OpenCountry 0.470
Highway

Mountain

Coast

Suburb
Coast 0.770
Highway

OpenCountry

Industrial

Suburb
Mountain 0.690
Coast

OpenCountry

OpenCountry

Coast
Forest 0.930
OpenCountry

OpenCountry

Mountain

Mountain
Category name Accuracy Sample training images Sample true positives False positives with true label False negatives with wrong predicted label