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3d-object-classification-exp's Introduction

3D object classification code

Base on multiview method (http://vis-www.cs.umass.edu/mvcnn/).

feat_extract:

extract 2048-d dimensional feature for each view (pretrained resnet50)

ring classifier:

extract each ring (square ríng, circular rings) contains multiple views with different fusion stratergy: Fully connected, LSTM or average weighting.

score net:

inferences attention-like score for a ring, produces the possibility of a ring being correctly classified by ring classifier.

3d-object-classification-exp's People

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