How to use pretrain networks like vgg19,resnet18?
2 次查看(过去 30 天)
显示 更早的评论
I would like to use pretrained network like VGG19, RESNET18. The output of this network should be connected to LSTM.
Which layer should be considered to take output from pretrain network?
采纳的回答
Nadia Shaik
2022-11-23
Hi Shilpa,
I understand that you wish to connect the output of CNN to LSTM network. MATLAB supports workflows containing both CNN and LSTM layers.
You can convert the videos to sequences of feature vectors using a pretrained convolutional neural network, such as GoogleNet, to extract features from each frame. And then, train an LSTM network on the sequences to predict the video labels.
Please check the link that contains an example showing the CNN+LSTM workflow https://www.mathworks.com/help/deeplearning/examples/classify-videos-using-deep-learning.html
Similarly, you can use the convolutional neural networks like VGG19, RESNET18 to extract features and then train an LSTM network.
I hope this helps
0 个评论
更多回答(0 个)
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Image Data Workflows 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!