Image co-localization

This repo is initially based on the Deep-Descriptor-Transforming.

New features

• Spherical cluster method added paper.
• Test and evaluation script added.
• VOC & Object discovery dataset preprocessing.

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Visualizations

DDT

DDTplus:

CorLoc

Object discovery

impl	Airplane	Car	Horse	Mean
here(DDT)	82.9	70.8	81.7	78.5
paper	91.46	95.51	77.42	88.13

VOC 07

impl	aeroplane	bicycle	bird	boat	bottle	bus	car	cat	chair	cow	diningtable	dog	horse	motorbike	person	pottedplant	sheep	sofa	train	tvmonitor	Mean
here(DDT)	61.4	52.2	64.2	16.3	23.9	61.5	66.5	87.0	18.9	54.0	22.4	74.0	76.2	68.4	39.7	19.4	30.9	47.2	68.8	23.4	48.8
paper	67.3	63.3	61.3	22.7	8.5	64.8	57.0	80.5	9.4	49.0	22.5	72.6	73.8	69.9	7.2	15.0	35.3	54.7	75.0	29.4	46.9

VOC 12

impl	aeroplane	bicycle	bird	boat	bottle	bus	car	cat	chair	cow	diningtable	dog	horse	motorbike	person	pottedplant	sheep	sofa	train	tvmonitor	Mean
here(DDT)	74.8	67.4	60.3	21.6	28.3	81.6	64.0	81.8	31.9	55.8	33.3	75.4	72.4	71.0	37.7	27.0	44.1	51.4	43.2	24.2	52.4
paper	76.7	67.1	57.9	30.5	13.0	81.9	48.3	75.7	18.4	48.8	27.5	71.8	66.8	73.5	6.1	18.5	38.0	54.7	78.6	34.6	49.4