Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

[@ashimasingla103]

Dear Aarohi Your channel is very knowledgeable & helpful for all Artificial Intelligence/ Data Scientist Professionals. Stay blessed & keep sharing such a good content.

[@soravsingla6574]

Hello Ma’am Your AI and Data Science content is consistently impressive! Thanks for making complex concepts so accessible. Keep up the great work! 🚀 #ArtificialIntelligence #DataScience #ImpressiveContent 👏👍

[@CodeWithAarohi]

My pleasure 😊

[@osmanmamudu471]

Great content on SOTA model architectures! Thank you

[@CodeWithAarohi]

Glad you liked it!

[@EngineerXYZ.]

Can I combine mobilenetV2 with swin transformer to reduce parameters & to make suitable to deploy on edge devices

[@nandiniloku7747]

mam can you please share me the link where i can get pre traine weights for swin transformers

[@Sunil-ez1hx]

Thank you soo much mam for this amazing video

[@CodeWithAarohi]

Most welcome 😊

[@salvadornunez23]

muy bueno el contendio de tus tutoriales, gracias x compartir

[@CodeWithAarohi]

Glad my content is helpful!

[@johnthomas6457]

Great explanation. Keep adding new videos :)

[@CodeWithAarohi]

Thank you, I will

[@SS-zq5sc]

This was extremely helpful thank you very much. I subscribed.

[@CodeWithAarohi]

Thanks for the sub!

[@Sunil-ez1hx]

Worth watching it again

[@aliafkari874]

Keep up the good work😊

[@CodeWithAarohi]

Thank you, I will

[@pifordtechnologiespvtltd5698]

Amazed

[@soravsingla6574]

Awesome

[@CodeWithAarohi]

Thanks

[@deeper_learning]

Thanks for the clear explanation. I just couldn't understand how the Masked MSA works. If I could find out, I'll write back.

[@deeper_learning]

we have already done the patch partitioning. So, after the window shift, pixels in one local window may come from several local windows that are not adjacent. What should we do? so a masking mechanism is employed to limit self-attention computation to within each sub-window. Then the computed values are return to their original positions.

[@tikendraw]

I understand you studied it thoroughly, but can you implement the transformer, I am asking because I myself find it difficult to create this transformers in papers. Can you? Do you? Good work btw .

[@CodeWithAarohi]

Next video will be a implementation of Swin Transformer.

[@shitizgoel5027]

Really very helpful video Ma'am to understand the concept of Swin Transformer.

[@CodeWithAarohi]

Glad to hear that

[@jeffg4686]

Nice. Is this like the new way for vision transformers, or is this specific for certain tasks?

[@CodeWithAarohi]

The SWIN Transformer is designed for visual recognition tasks, particularly suited for processing high-resolution images efficiently. It breaks down images into patches and processes them hierarchically, making it useful for tasks like classification, object detection, and segmentation.

[@marzi869]

Thanks a lot, I can't believe there is just 40 likes!!!!!!!

[@CodeWithAarohi]

Glad video was helpful!

[@vasut6047]

Hi mam, If possible do a video on how to implement Meta-DeTR

[@CodeWithAarohi]

Sure

[@sadafsolangi4194]

Hello, mam I'm working on the diagnosis of skin diseases and I have done implementation by using Vit, so I wanna ask if should i use Swin transformer and concatenate both Vit and Swin transformer together to make novelty? I need your suggestion, please.

[@CodeWithAarohi]

Yes, you can experiment with combining ViT and Swin Transformer using ensemble methods to potentially improve skin disease diagnosis, but carefully evaluate individual performances and consider computational resources.

[@FinalProject-rw1yf]

Hi, have you done the ensemble of vit and swin transformer?

[@palurikrishnaveni8344]

Awesome madam, everytime eagrly waiting yours video, way of explanation is very clear and every one can understood easily Waiting for implementation video also One request I saw yours all gans videos, but if possible can you make conditional dcgan implementation video for any color images. Happy learning

[@CodeWithAarohi]

Will try to do a video soon.

[@palurikrishnaveni8344]

Thank you

[@sanjoetv5748]

please make a landmark detection here in vision transformer. i greatly in need for this project to be finished and the task is to create a 13 landmark detection using vision transformer. and i cant find any resources that teaches how to do a landmark detection if vision transformer. this channel is my only hope.

[@CodeWithAarohi]

I will try to make it but bit busy for few days

[@sanjoetv5748]

Thank you @@CodeWithAarohi

[@luiscoelho3523]

Great video! Congratulations!

[@CodeWithAarohi]

Glad you liked it!

[@mvi29]

Best video ever!! Clear explanations. Thanks a lot.

[@CodeWithAarohi]

Glad it was helpful!

[@harharmahadev8624]

Wow, great explanation...... 👍

[@CodeWithAarohi]

Glad it helped

[@deepalikumari30]

superb explanation

[@CodeWithAarohi]

Thank you so much 🙂

[@anantmohan3158]

Nicely Explained..!

[@CodeWithAarohi]

Thank you!

[@muhammadatique4293]

You are just amazing by explaining it so simple

[@CodeWithAarohi]

Thank you so much 😀

[@soravsingla6574]

Code with Aarohi is Best KZbin channel for Artificial Intelligence #BestChannel #KZbinChannel #ArtificialIntelligence #CodeWithAarohi #DataScience #Engineering #MachineLearning #DataAnalysis #BestLearning #LearnDataScience #DataScienceCourse #AytificialIntelligenceCourse #Codewithaarohi #CodeWithAarohi