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Test Result #2

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glee1228 opened this issue Jun 11, 2019 · 1 comment

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glee1228 commented Jun 11, 2019 •

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parameter& Dataset :

Dataset : Sejong University building( in Seoul ) Image Dataset
input image size : ( 128,128,3 )
base model : VGG16( pretrained weights : 'imagenet')
netVLAD clustering num : 7
train batch size : 32
training triplet data size : 700 ( 100 * 3 pairs images per class )
total epochs : 10
optimizer : SGD(learning rate=0.01, decay=1e-6, momentum=0.9, nesterov=True)
triplet loss margin : 1e-4

Triplet Input Set

Input Query Image

Top 5 Similar Image in reference Dataset

TSNE Result

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glee1228 commented Jun 11, 2019

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glee1228 added the Report label

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