Transfer Learning in 10 Lines of MATLAB Code | Deep Learning in MATLAB

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Watch a quick demonstration of how to use MATLAB® for transfer learning which is a practical way to apply deep learning to your problems.

This demo teaches you how to use transfer learning to re-train AlexNet, a pretrained deep convolutional neural network (CNN or ConvNet) to recognize snack food such as hot dogs, cup cakes and apple pie.

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Is classifyVideo default or the fuction that you write? Because I couldn't find

merveozdas
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Thanks so much Joe! I was wondering if you could possibly also explain how to connect it to a camera or webcam to try it real-time? Best!

lusannia
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I have NN which has been trained to classify a ten symbols. Then i got 11th symbol in my task. How can i use this principle for adding "knowledge" of 11th symbol w/o full-training again?

пашазайцев-йя
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Good work. Is there an example of regression being used in transfer learning ?

gnair
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What will be the code for keyframe extraction from video instead of images?

rikesholi
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Where is the function classifyVideo? Did you write it yourself?

jiyuan
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You are a monster. How you do that. incredible. So much possibilities

budapesteBR
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Thanks.. Where Can I Figure Out the Color of Image how can i do that?

allianamariedelafuente
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Can i use alexnet for classification of different phases of moons?

vrushalsakharkar
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sir is it mandatory that all the images should be of same format like only jpg or only png ?

srinivasasatya
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Sir plz tell me how could we identify the noise in the audio signal using this deep learning models

sravanthik
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Whats difference i define the size if picture smaller ?

jc
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sir i have tested it on the images of the objects other than the objects for which it is trained. it give wrong output. sir is there any way to recognize certain object and when it will be tested on other than that specific objects it must give no results.... please help me i will be very thankful to you

imranshikkari
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Can I use this with inbuilt cam of laptop

siluverukirankumar
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How do we classify the real time images? In the video, the video input is given. Instead, I want to give a real time image input through webcam.

devyaniparate
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How does this live object detection in the end work? I tried the classifyVideo(myNet) function, but that does not work

alirazadar
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Hi, can I know where or what apps that I need to use for resize the image/dataset in a large number? because I have thousand of images but not in the same size. Please help me.

bytethefreaky
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How do you resize the folders correctly?

jpotz
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Well the video is amazing i understand everything. It helps that i am not a beginner in deep learning as i am doing my MSc dissertation on this topic. I 've got a serious issue though. It appears that alexnet and imageDatastore are not available in MATLAB R2015a, which i use...
Serious question: Is there another way to use deep learning and alexnet in my version? I can't afford to buy the 2017 one :(

mitsokampolis
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Can anyone show what is behind the classifyVideo.m file?

rajatbiswas