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A Keras implementation of the DeepMIML Network for multi-instance multi-label learning

Makefile 0.11% Python 87.64% C 12.25%
multi-instance-multi-label-learning miml deepmiml

deepmiml's Issues

n_isntances

Hi,
Greateful github contribution!
But I have a concern about the variable 'n_isntances' in deep_MIML.py.
According to the paper, shouldn't the n_isntances be the depth of the 3D tensor?
I found you use H*W be the 'n_isntances'.

How about if you don't have GNU?

I tried this projects on ubuntu16.04 , but I had this question: raise RuntimeError('To use MKL 2018 with Theano you must set "MKL_THREADING_LAYER=GNU" in your environement')

vgg

你好,提供的vgg权重文件打不开,麻烦可以重新提交一下吗。

Implementation is not the same as in paper

Softmax is applied on the labels axis, but not specify in paper.
Relu is not applied on conv(1,1), but said used in paper.

Thus the paper seems not matched and not reproducible, can you explain?

about equal(3) in paper

why adding 8 in the formula?
$(x, y)=\left(\operatorname{con} v_{x} * 16+8, \operatorname{con} v_{y} * 16+8\right)$

Too slow, how to use gpu to train the model?

I have ran the code, and it's very slow, the ETA is more than 600. I want to know others need how long to run the code.
I wonder how to change the code to use the gpu. Thank you.

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