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Artificial Intelligence => General AI Discussion => Topic started by: mylord on March 19, 2018, 05:23:58 pm

Title: Training CNN(Convolutional Neural Network) with Video Datasets
Post by: mylord on March 19, 2018, 05:23:58 pm

Hello guys.I am totally new for artificial intelligence.Generally we train our CNN(Convolutional Neural Network) with image datasets such as COCO dataset.I am wondering about how can i train CNN with video datasets?

Title: Re: Training CNN(Convolutional Neural Network) with Video Datasets
Post by: Art on March 19, 2018, 06:33:52 pm

Welcome!
New with AI yet you're working with CNN's? Hmm...

...thinking...

Title: Re: Training CNN(Convolutional Neural Network) with Video Datasets
Post by: keghn on March 19, 2018, 07:03:27 pm

Baidu Apollo Releases Massive Self-driving Dataset; Teams Up With Berkeley DeepDrive:
https://medium.com/@Synced/baidu-apollo-releases-massive-self-driving-dataset-teams-up-with-berkeley-deepdrive-5e785ab4053b

Title: Re: Training CNN(Convolutional Neural Network) with Video Datasets
Post by: Freddy on March 19, 2018, 08:28:03 pm

Welcome  :)

Title: Re: Training CNN(Convolutional Neural Network) with Video Datasets
Post by: infurl on March 19, 2018, 08:39:23 pm

Quote from: mylord on March 19, 2018, 05:23:58 pm

I am wondering about how can i train CNN with video datasets?

First you will need a video dataset such as https://research.google.com/youtube8m/

Title: Re: Training CNN(Convolutional Neural Network) with Video Datasets
Post by: Korrelan on March 19, 2018, 09:34:21 pm

Welcome.

 :)

Title: Re: Training CNN(Convolutional Neural Network) with Video Datasets
Post by: mylord on March 20, 2018, 06:17:29 pm

Quote from: infurl on March 19, 2018, 08:39:23 pm

Quote from: mylord on March 19, 2018, 05:23:58 pm

I am wondering about how can i train CNN with video datasets?

First you will need a video dataset such as https://research.google.com/youtube8m/

Thank you a lot.I want to make foreground extraction(extracting human bodies) on videos with CNN.Is there any dataset for this purpose?I do some research on google and i found image datasets such as COCO dataset:https://towardsdatascience.com/background-removal-with-deep-learning-c4f2104b3157

But I can't find any video dataset for foreground extraction.How can i make foreground extraction on videos what contain human bodies?Note that I have basic understand on CNN and i don't know how can i implement CNN on foreground extraction.