Bags of SIFT with Nearest Neighbor Classify

Scene classification results visualization


Accuracy (mean of diagonal of confusion matrix) is 0.470

Category name Accuracy Sample training images Sample true positives False positives with true label False negatives with wrong predicted label
Kitchen 0.280
Office

Office

LivingRoom

Bedroom
Store 0.310
InsideCity

Bedroom

Forest

Mountain
Bedroom 0.320
Kitchen

TallBuilding

LivingRoom

LivingRoom
LivingRoom 0.230
TallBuilding

Kitchen

Industrial

Kitchen
Office 0.690
Bedroom

Kitchen

LivingRoom

Kitchen
Industrial 0.290
Store

LivingRoom

Suburb

Office
Suburb 0.690
OpenCountry

Coast

Coast

Coast
InsideCity 0.260
Suburb

Store

OpenCountry

LivingRoom
TallBuilding 0.310
Mountain

InsideCity

Store

Street
Street 0.420
TallBuilding

LivingRoom

LivingRoom

LivingRoom
Highway 0.760
Industrial

InsideCity

Coast

Forest
OpenCountry 0.430
Street

Coast

Industrial

Forest
Coast 0.590
Mountain

Office

OpenCountry

OpenCountry
Mountain 0.520
Street

Suburb

Coast

Street
Forest 0.950
Highway

OpenCountry

Mountain

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