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Generating borders around objects for use in semantic segmentation 

DigitalSreeni
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Tips tricks 31 - generating borders around objects
Code on my GitHub: github.com/bns...
Create border pixels from binary masks. We can include these border pixels as another class to train a multiclass semantic segmenter.
What is the advantage? We can use border pixels to perform watershed and achieve 'instance' segmentation.

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17 окт 2024

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Комментарии : 17   
@AIinAgriculture
@AIinAgriculture 2 года назад
Thank you for your video. Please upload next part of this video: Converting binary segmentation to instance segmentation.
@zakariaabderrahmanesadelao3048
@zakariaabderrahmanesadelao3048 2 года назад
I hope that people really appreciate the efforts put into making these videos. Thank you for contributing greatly in free knowledge.
@bedeamadi9317
@bedeamadi9317 2 года назад
Thanks for this wonderful video👏👏, pls do a video to take this a step further from binary segmentation to instance segmentation.
@MrBoudindon
@MrBoudindon 2 года назад
thanks so much for all your work Your videos are great !! i hope you will do the instance segmentation
@shahin8349
@shahin8349 Год назад
Thanks for this amazing video , I have a question , what if some of objects were overlapped not separated? is there any method for that?
@alimoradkhajehzadeh7453
@alimoradkhajehzadeh7453 2 года назад
I really appreciate your effort to making these really important and useful video. I need to remove facial wrinkle so it look like younger. Can I ask you to talk about that?
@DigitalSreeni
@DigitalSreeni 2 года назад
I also want to remove facial wrinkles so I look younger :) If you are talking about doing that to faces in images - I have no experience in that field. You just need to find training data set first.
@tamersaleh8042
@tamersaleh8042 2 года назад
Hi professor Sreenivas, thank you for this amazing channel, I learned a lot from you. I would like to ask you if you can make a video about converting prediction masks (prediction masks saved in your local drive) to COCO format instance segmentation with RLE encoding as a JSON file. I see the comments and a lot of audiences have the same question. Thank you professor for contributing greatly to free knowledge.
@aishstha6669
@aishstha6669 Год назад
Hi sir How can I create mask ? For cells Is it by using watershed or there is some library
@Xiaoxiaoxiaomao
@Xiaoxiaoxiaomao 2 года назад
Hi, Professor sreeni, Please make a video on “ Brain tumour segmentation using FUSION BASED ATTENTION MECHANISM based on FCN”
@MuhammadSalman-be1qz
@MuhammadSalman-be1qz Год назад
how can we change the color of the generated border ?
@yanpingli8358
@yanpingli8358 2 года назад
Please do the binary segmentation to instance segmentation convertion.thanks!
@qussaydark332
@qussaydark332 2 года назад
How can i localized COVID-19 infection area in ct scan
@xuezhucai1766
@xuezhucai1766 2 года назад
Please show the following process!
@DigitalSreeni
@DigitalSreeni 2 года назад
Takes a few weeks for me to write the code, record and edit the video and then publish. I appreciate your patience.
@ghulamhussain8424
@ghulamhussain8424 2 года назад
sir,please upload a video of brain tumor detection using deep CNN
@oriabnu1
@oriabnu1 2 года назад
dear sir please make video on hiding data in images may be text in png image using CNN
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