Top "Caffe" questions

Caffe is a fast deep learning framework.

How to completely uninstall opencv ubuntu?

I am installing caffe and I think I screwed up my install by having multiple versions of OpenCV. Now i …

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Caffe: Reading LMDB from Python

I've extracted features using caffe, which generates a .mdb file. Then I'm trying to read it using Python and display …

python caffe lmdb
How to train a caffe model?

Has anyone successfully trained a caffe model? I have a training ready image set that I would like to use …

python-2.7 caffe deep-dream
Scale layer in Caffe

I am looking through the Caffe prototxt for deep residual networks and have noticed the appearance of a "Scale" layer. …

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What is the definition of a non-trainable parameter?

What is the definition of non-trainable parameter in a model? For example, while you are building your own model, its …

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how to calculate a net's FLOPs in CNN

I want to design a convolutional neural network which occupy GPU resource no more than Alexnet.I want to use …

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How to feed caffe multi label data in HDF5 format?

I want to use caffe with a vector label, not integer. I have checked some answers, and it seems HDF5 …

python neural-network deep-learning caffe
Faster RCNN for TensorFlow

Has anyone implement the FRCNN for TensorFlow version? I found some related repos as following: Implement roi pool layer Implement …

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How can I implement a weighted cross entropy loss in tensorflow using sparse_softmax_cross_entropy_with_logits

I am starting to use tensorflow (coming from Caffe), and I am using the loss sparse_softmax_cross_entropy_with_…

python tensorflow deep-learning caffe cross-entropy
caffe with multi-label images

I have a dataset of images that have multiple labels; There are 100 classes in the dataset, and each image has 1 …

neural-network deep-learning caffe multilabel-classification