Bag of SIFTs with Nearest Neighbor


Accuracy (mean of diagonal of confusion matrix) is 0.504

Category name Accuracy Sample training images Sample true positives False positives with true label False negatives with wrong predicted label
Kitchen 0.410
Bedroom

InsideCity

Office

LivingRoom
Store 0.390
Mountain

LivingRoom

Office

Street
Bedroom 0.380
Office

Office

LivingRoom

LivingRoom
LivingRoom 0.260
Kitchen

Bedroom

InsideCity

Bedroom
Office 0.560
Kitchen

LivingRoom

Kitchen

LivingRoom
Industrial 0.280
Store

InsideCity

Mountain

Highway
Suburb 0.820
OpenCountry

Coast

Highway

InsideCity
InsideCity 0.330
Kitchen

Coast

Kitchen

Kitchen
TallBuilding 0.370
Suburb

LivingRoom

Industrial

Bedroom
Street 0.610
TallBuilding

InsideCity

Industrial

Store
Highway 0.770
Coast

OpenCountry

Street

Mountain
OpenCountry 0.450
Highway

Highway

Suburb

TallBuilding
Coast 0.490
Highway

OpenCountry

Highway

Highway
Mountain 0.530
Industrial

Forest

OpenCountry

Forest
Forest 0.910
OpenCountry

Mountain

Suburb

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