Weakly Supervised Object Detection in Artworks

ECCV 2018 Workshop Computer Vision for Art Analysis - VISART 2018 2018 Nicolas GonthierYann GousseauSaid LadjalOlivier Bonfait

We propose a method for the weakly supervised detection of objects in paintings. At training time, only image-level annotations are needed... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Weakly Supervised Object Detection IconArt MI-max-C MAP 13.2 # 1
Weakly Supervised Object Detection PeopleArt MI-max MAP 55.4 # 1
Weakly Supervised Object Detection Watercolor2k MI-max MAP 50.1 # 2

Methods used in the Paper