Top "Vgg-net" questions

A kind of convolutional neural network consisting of 16 or 19 layers, often used with weights pre-trained on ImageNet dataset.

How to calculate the number of parameters of convolutional neural networks?

I can't give the correct number of parameters of AlexNet or VGG Net. For example, to calculate the number of …

machine-learning neural-network computer-vision vgg-net
The added layer must be an instance of class Layer. Found: <tensorflow.python.keras.engine.input_layer.InputLayer>

I am new to machine learning. I was following this tutorial on fine-tuning VGG16 models. The model loaded fine with …

python tensorflow keras transfer-learning vgg-net
Keras - All layer names should be unique

I combine two VGG net in keras together to make classification task. When I run the program, it shows an …

python keras vgg-net
Keras VGG16 fine tuning

There is an example of VGG16 fine-tuning on keras blog, but I can't reproduce it. More precisely, here is code …

python neural-network keras deep-learning vgg-net
Getting a list of all known classes of vgg-16 in keras

I use the pre-trained VGG-16 model from Keras. My working source code so far is like this: from keras.applications.…

python keras deep-learning classification vgg-net
Input 0 is incompatible with layer flatten_5: expected min_ndim=3, found ndim=2

I am trying to fine-tune VGG16 neural network, here is the code: vgg16_model = VGG16(weights="imagenet", include_top="false", …

python-3.x tensorflow keras jupyter-notebook vgg-net
Which loss function and metrics to use for multi-label classification with very high ratio of negatives to positives?

I am training a multi-label classification model for detecting attributes of clothes. I am using transfer learning in Keras, retraining …

python machine-learning keras multilabel-classification vgg-net
Keras VGG16 preprocess_input modes

I'm using the Keras VGG16 model. I've seen it there is a preprocess_input method to use in conjunction with …

tensorflow keras deep-learning vgg-net image-preprocessing
How to use the vgg-net when I load vgg16_weights.h5?

I use the VGG-16 Net by keras. This is the detail my problem is how to use this net to …

keras deep-learning theano face-recognition vgg-net
fine-tuning with VGG on caffe

I'm replicating the steps in http://caffe.berkeleyvision.org/gathered/examples/finetune_flickr_style.html I want to change the …

neural-network deep-learning computer-vision caffe vgg-net