Top "Conv-neural-network" questions

A convolutional neural network (CNN, or ConvNet) is a class of deep, feed-forward artificial neural networks that has successfully been applied to analyzing visual imagery.

CNN Image Recognition with Regression Output on Tensorflow

I want to predict the estimated wait time based on images using a CNN. So I would imagine that this …

tensorflow conv-neural-network image-recognition
Monitor training/validation process in Caffe

I'm training Caffe Reference Model for classifying images. My work requires me to monitor the training process by drawing graph …

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Adam optimizer goes haywire after 200k batches, training loss grows

I've been seeing a very strange behavior when training a network, where after a couple of 100k iterations (8 to 10 hours) …

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Keras Conv2D: filters vs kernel_size

What's the difference between those two? It would also help to explain in the more general context of convolutional networks. …

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How to create caffe.deploy from train.prototxt

This is my train.prototxt. And this is my deploy.prototxt. When I want to load my deploy file I …

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What does kernel_constraint=max_norm(3) do?

In one of the tutorials I am working on (link given below), the author outlines the baseline neural network structure …

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'Tensor' object has no attribute 'lower'

I am fine-tuning a MobileNet with 14 new classes. When I add new layers by: x=mobile.layers[-6].output x=…

python tensorflow machine-learning keras conv-neural-network
How to load checkpoint and inference with C++ for tensorflow?

I have Tensorflow with python api and got these checkpoint model file: model.ckpt-17763.data-00000-of-00001 model.ckpt-17763.index model.…

c++ tensorflow deep-learning conv-neural-network tensorflow-serving
float16 vs float32 for convolutional neural networks

The standard is float32 but I'm wondering under what conditions it's ok to use float16? I've compared running the same …

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cross entropy is nan

I am deploying my conv-deconv net. My question is the cross entropy was always nan while training so the solver …

python tensorflow conv-neural-network cross-entropy