Questions tagged [alex-net]

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AlexNet CNN how can it be applied to my case?

I'm working on my last year project where I'm given digitized WSI (Whole Slide Images), though they're fairly small around 1390x1040 size (which is unusual). These images are of cases of Glioblastoma ...
2
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0answers
516 views

Why does my training loss oscillate while training the final layer of AlexNet with pre-trained weights?

I am working on texture classification and based on previous works, I am trying to modify the final layer of AlexNET to have 20 classes, and train only that layer for my multi class classification ...
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92 views

Why is the GoogLeNet retrained model size less compared to others?

I have some questions if someone can answer me or guide me articles to understand them. I investigated different pre-trained model i.e. AlexNet, VGG, GoogLeNet, InceptionV3 and ResNet. I have ...
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109 views

Bias of 1 in fully connected layers introduced dying relu problem

While implementing AlexNet (model-code), one of the thing I need to do was to initialize the biases of the convolutional layers and fully connected layers. Normally we initialize biases with 0s, but ...
0
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How to build an AlexNet from scratch, provided a set of Images set?

I was asked to embed an AlexNet in a Java application but I'm not a machine learning at all. This is what I did. First I tried to build it using MatLab (using this deploy https://github.com/BVLC/caffe/...
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42 views

Training loss and accuracy is oscillating and failed to converge

I was using AlexNet to do dog&cat classification tasks practice: https://github.com/stephen-v/tensorflow_alexnet_classify While I run the training, the loss oscillated while decreasing, which ...