Image Classification Using Swin Transformer

Рет қаралды 8,948

Code With Aarohi

Күн бұрын

Пікірлер: 64

@zappist751 Жыл бұрын

Thank you! Can you please show us how to use the pre-trained swin v2 b weights for this?

@CodeWithAarohi Жыл бұрын

Will cover soon

@zappist751 Жыл бұрын

@@CodeWithAarohi Thanks madam

@nandiniloku7747 Жыл бұрын

IT WILL BE VERY MUCH USEFULL @@CodeWithAarohi

@RahulChatterjee-lu7mv 4 ай бұрын

great video ,can you tell the way of doing the same on a dataset ,where there will be a collection of images

@陈子昂-v4t 4 ай бұрын

maybe you can check the vedio about vit and you will find the web of dataset

@soravsingla6574 11 ай бұрын

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 11 ай бұрын

My pleasure 😊

@somabanerjee5027 4 ай бұрын

Can you please share the detail of your coding platform. Hardware and operating system.

@nandiniloku7747 8 ай бұрын

mam can you please show how we can use pre trained weights to swin transformers

@fayezalhussein7115 Жыл бұрын

You are amazing, thanks alot Aarohi

@CodeWithAarohi Жыл бұрын

Welcome

@palurikrishnaveni8344 Жыл бұрын

Your videos are very helpful for my research work. Thank you so much madam

@CodeWithAarohi Жыл бұрын

It's my pleasure

@palurikrishnaveni8344 Жыл бұрын

I will implement this too with my datasets Thank you madam

@Sana_Premchand 5 ай бұрын

Detailed explaining. I loved it. Can you please make a video on classification problem based on 'Video dataset 'using Swin transformer?

@CodeWithAarohi 5 ай бұрын

Noted!

@sahaj2805 6 ай бұрын

Amazing explanation..Can you also please make a video of using hybrid architecture i.e. CNN with pretrained swim transformers to solve the image classification problem , thanks in advance:) Also videos explaining in detail the vision transformers and swin transformers research papers.

@CodeWithAarohi 6 ай бұрын

Will try

@Sunil-ez1hx Жыл бұрын

Thank you soo much mam for this amazing video

@CodeWithAarohi Жыл бұрын

Thanks for liking

@居陳 10 ай бұрын

Nice video! Can u explain how Deit works, and make a coding demo video.

@CodeWithAarohi 10 ай бұрын

Yes, soon

@SS-zq5sc Жыл бұрын

Hello, another great video. Thank you very much. If possible, could you also cover image segmentation using swin transformers. Using a custom dataset.

@CodeWithAarohi Жыл бұрын

Yes, soon

@growwithfuyad4497 25 күн бұрын

how many total numbers of prams we using in this model?

@nadeemchaudhary4367 9 ай бұрын

Mam, please provide the code for pre pre-trained swin transformer.

@CodeWithAarohi 9 ай бұрын

I haven't prepared that yet.

@suvarnabhat7212 9 ай бұрын

yes ma'am plz provide code for pre-trained swin transformer

@marzi869 Жыл бұрын

keep going, ok.

@CodeWithAarohi Жыл бұрын

Sure, Thanks

@soravsingla6574 11 ай бұрын

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

@umamahesvari1309 Жыл бұрын

Awesome video mam. Can you make a video for image segmentation using swin transformer?

@CodeWithAarohi Жыл бұрын

Sure, Soon.

@kartikpandit7438 6 ай бұрын

Can make a video on how to use Swin transformer v1 or V2 for object detection with bounding boxes and annotations

@CodeWithAarohi 6 ай бұрын

Sure

@abubakarsaleem5167 6 ай бұрын

Is it compulsory to load the image size of 224 for swim transformer network?

@CodeWithAarohi 6 ай бұрын

No, it's not compulsory to load images of size 224 for SWIN Transformer network. The SWIN Transformer architecture is flexible and can handle various input sizes.

@shatadruroychowdhury6319 8 ай бұрын

Why is the embedding size 96?

@CodeWithAarohi 8 ай бұрын

The choice of an embedding size of 96 in the SWiN Transformer model is a design decision that balances computational efficiency and model performance.

@sahaj2805 6 ай бұрын

In Swin transformers also we are resizing the image to 224x224 like in vision transformers , but you said that Swin transformers can handle large size images , can we pass directly the input image in Swin transformer of resolution type 1024x768 ?

@CodeWithAarohi 6 ай бұрын

Yes, in SWIN Transformers, unlike traditional vision transformers where the entire image is typically resized to a fixed size like 224x224, you can indeed directly pass images of larger resolutions such as 1024x768. SWIN Transformers are designed to handle such large images efficiently by breaking them down into smaller patches and processing them hierarchically.

@Electro_words_with_sandhya 8 ай бұрын

well explanation! I tried this for large data, but it does not work well in terms accuracy and loss. Any solution

@CodeWithAarohi 8 ай бұрын

As you mentioned the large dataset. Are you sure that the quality of dataset is good because the quality matters more than quantity.

@Electro_words_with_sandhya 7 ай бұрын

@@CodeWithAarohi thank you, but I have been using this for face forensics. It does not get trained well, it just gets time our. Now the dataset is 70K images, and training is not even starting. Will it not be working in Google Colab.

@abdelrahimkoura1461 Жыл бұрын

Hi Aarohi, still it would kindly if you allow me to use your data. You can put your data in the repo

@NandanChhabra91 Жыл бұрын

Another great video Aarohi. Thank you! Question : Can you share any references to follow where I need to classify a video dataset using Swin Transformer ?