290 - Deep Learning based edge detection using HED

[@cylanokim]

Always I admire your works. This lecture gives me a real intuition

[@Jeff-qw2de]

Thanks for simplifying it. I will experiment with this

[@locngoxuan1329]

Thanks for your contribution. It's really helpful for me !!

[@DATA_SCIENCE_WITH_MUDDASSIR]

hi, I am having an error in accessing the "deploy.prototxt" file will you please help me to correct it, please...... I am using it for college project work.

[@Photosforshare]

im not able to download the model, can you help

[@ahamedfazeel]

Thanks for nice tutorials Dr. Sreeni. Is it possible to apply the same for gray scale images. I tried the same but getting the error "error: OpenCV(4.8.1) D:\a\opencv-python\opencv-python\opencv\modules\dnn\src\layers\convolution_layer.cpp:417: error: (-2:Unspecified error) Number of input channels should be multiple of 3 but got 1 in function 'cv::dnn::ConvolutionLayerImpl::getMemoryShapes'"

[@dr.aravindacvnmamit3770]

Expecting next video Sir

[@raounekzeghdoud1023]

Thanks for your tutorials, the link of Pretrained caffe model is not working, if there is any anthor solution that i can use HES

[@AbhayTiwari]

Thanks for nice tutorials Dr. Sreeni. Would appreciate if you can make some videos on multi-spectral images as well

[@rainerbars]

Hello, and thank you for your videos. I find them very well done and very helpful. Would you have any comments on using HED on greyscale images? All examples seem to be for color images, and no comments can be found about using it on greyscale images and my tests so far fail. I am working on a problem which requires edge detection first, and object labeling after that like ijn you video 291. Canny produces a fair result after morphological operations, but I would like to improve on the edge detection part. Thank you.

[@ashwiniyadav464]

Sir can Spyder restart the training when the laptop is power off? Can the iteration starts where it get stopped?? Or it will restart from epoch 1

[@mohammadyahya78]

Hello Doctor, Can you do something about self-learning please and how we can transfer a model once we finish training it?

[@153mdjawadbinkhaleque9]

can anyone give me the code/link of HED without using OpenCv!

[@tektronix475]

hey ,does anybody know what GPU is he using, in order to get an inference time benchmark? .thanks!

[@DigitalSreeni]

NVIDIA Quadro P5000 GPU - 16GB Driver version: 496.13 CUDA version: 11.5

[@tektronix475]

@@DigitalSreeni Thank u!

[@markpirslin]

Hello, excellent videos Thank you!!!... The files for caffe are no longer available... Is there any chance you downloaded them or know where to get?

[@ishaharne7242]

Could you let me know if you have any solution? I came across this video today and it's the exact solution I was looking for, but the links don't seem to be working.

[@TiagoSilva-ii9rq]

It's possible to use the HED model with a custom dataset? I want to train a specific situation because with a pre trained model doesn't work well. Make sense to do this or not? It will very helpfull !! Thanks for your amazing job !

[@DigitalSreeni]

It does make sense to train using custom data but I never looked at how to do it and in what format the training data needs to be.

[@Jizzy-z2q]

U explained very well. I learned a lot from ur videos. Sir I have a question, wat deep learning model u wud suggest for dehazing? And plz make a video on this topic.

[@zahrakhalid4731]

Please make a video on stylgan and stylgan2.

[@dwight-cb6dy]

is it better than canny ??

[@DigitalSreeni]

There are various edge detectors and nothing is better than the other - they extract different types of edges and which one is good completely depends on your specific application.

[@ashwiniyadav464]

Thank you sir wonderful work u are doing sir please sir help in latest segmentation for brain images

[@jamilal-idrus1905]

thats cool

[@yoyomcg]

do one on pytorch

[@jinusbordbar1264]

Hi ur explnations are great plz code sth with simclr or...

[@DigitalSreeni]

I guess I am too old to understand, "plz code sth with simclr or..." Can you please elaborate on what you are asking for?

[@maticvl]

hi! thank you for your nice videos. Is there a possiblity that I message you privately? interested to talk about some possibities in AI and content marketing related to my start-up. best, Vladimir

[@DigitalSreeni]

Please connect with me on LinkedIn. www.linkedin.com/in/digitalsreeni/