FasterViT: Fast Vision Transformers with Hierarchical Attention

Рет қаралды 864

Ай бұрын

In this tutorial, you will get a brief overview of FasterViT. Following that, I will demonstrate how to use a pre-trained FasterViT model on both images and videos.
GitHub: github.com/AarohiSingla/Faste...
Email: aarohisingla1987@gmail.com
#computervision #transformers #nvidia #imageclassification

Пікірлер: 35

@arnavthakur5409 Ай бұрын

Your content & way of explaination is simple amazing ma'am.. Thanks for sharing

@CodeWithAarohi Ай бұрын

It's my pleasure

@UsamaShahzore Ай бұрын

Just completed my MPhil thesis on VIT. Your videos helped a lot. Thank you from Pakistan.

@CodeWithAarohi Ай бұрын

Congratulations on completing your MPhil thesis! I'm glad to hear that my videos were helpful to you. Thank you for your kind words and best wishes for your future endeavors. 🙂

@pifordtechnologiespvtltd5698 28 күн бұрын

Very well explained

@CodeWithAarohi 27 күн бұрын

Glad it was helpful!

@mohammadyahya78 Ай бұрын

amazing as always

@CodeWithAarohi Ай бұрын

Thank you :)

@soravsingla8782 Ай бұрын

Amazing content

@CodeWithAarohi Ай бұрын

Thanks!

@sumits.parale8735 Ай бұрын

🙌 Great

@CodeWithAarohi Ай бұрын

Thank you! I'm glad you enjoyed it!

@aiforeveryone Ай бұрын

Great

@CodeWithAarohi Ай бұрын

Thank you! I'm glad you enjoyed it!

@Indonesia_Football_ 9 күн бұрын

sir maybe can you explain more about the architecture? i mean you break it down every block of the architecture, and then break it down what is inside the hierachical attention, what that differ it from the multi head self attention? and break it down the math in hierachical attention, how they calculate the attention and what differ it from the math in multi head self attention

@CodeWithAarohi 8 күн бұрын

Great suggestion, will do it.

@mohammadyahya78 Ай бұрын

I have a metal storage tank that is part of a water heater. During production of tank, leaking happen so early detection using either image processing or computer vision would be great to drop that storage tank and never let it through. I tried thermal image processing and contrast lighting but it's very difficult to see the leaking due to the water spraying and the coating around it that makes it difficult to find potential leaking holes. The video shows employee spraying water onto a pressured storage tank. Even when employee detect leaking while spraying, nothing can be detected from camera still. Any help with that please? Not sure if this one or another could work?

@nakulmali1413 Ай бұрын

Mam thanks for your videos and knowledge sharing, I am following your channel for study. Mam i request you please upload video on object classification using yolov8s, model training, validation, and testing done with python script.

@CodeWithAarohi Ай бұрын

I will make it soon

@CodeWithAarohi Ай бұрын

email me at aarohisingla1987@gmail.com I will send you the related code there.

@rickyS-D76 Ай бұрын

Thanks for all of your videos, learning a lot from those... I am having error import on "from fastervit import create_model" this line while using "L_1_pretrained" script. Any idea?

@CodeWithAarohi Ай бұрын

Check if you have installed fastervit, pytorch and the requirements from official github repo of fastervit.

@fouziaanjums6475 Ай бұрын

Is your error resolved?

@rickyS-D76 Ай бұрын

@@fouziaanjums6475 No, are you facing the same problem

@fouziaanjums6475 Ай бұрын

@@rickyS-D76 Yes this error right?? ImportError: cannot import name '_update_default_kwargs' from 'timm.models._builder' (C:\Anaconda\lib\site-packages\timm\models\_builder.py)

@fouziaanjums6475 Ай бұрын

Hi Mam, I am getting an error "ImportError: cannot import name '_update_default_kwargs' from 'timm.models._builder' (/usr/local/lib/python3.10/dist-packages/timm/models/_builder.py)" while running the Step 1: from fastervit import create_model, I have installed all the necessary requirements, I am running the code in Google Colab, I have even tried through jupyter notebook but getting the same error, Request you to please help me out....

@CodeWithAarohi Ай бұрын

I have added the steps in readme file. Please follow those steps: github.com/AarohiSingla/FasterViT