Finetuning Vision Transformers (VIT) with Huggingface Transformers and Tensorflow 2

[@robosergTV]

any reason you are not making the notebook public, like 99.99% of other youtubers and github repos?

[@thunderbolt489]

Can you add video on
1. how to read images from train, val and test folders which has say 5 classes folders in each of these. Say test folder has 5 subfolders class a through class e.
2a. Apply transformations like resize, add contrast, and rotate them randomly on all images in these folders.
2b. How to use augmentation to generate images from class which has less images or generate 1000 images for all class images in train folder to make a balanced dataset.
3. Train a model using vit on train and validation folder images.
4. How to fine tune model based, by adjusting pretrained weights, based on our new images.
5. Verify the model on the test dataset.
6. Also, if we have large images like size 600x600, how to adjust the default vit model to get better results.
Thanks in advance for these informative videos and explaining in detail.

[@NasirAlipro1]

Does it work for medical images

[@gabrielbasil6275]

can you gime us access to the notebook please?

[@diasposangare1154]

Hi sir I have a dataset with 130000 image and I use collab have I to freeze a layer due to the length of my dataset or I have to let trainable=True?

[@webservice-qe7lr]

May I get the Access to the Colab notebook please ?

[@diasposangare1154]

can i access the collab

[@EHxuban11]

You put the colab private with an email request, then I put my email, the colab is still private but I receive spam by email
Great !

[@consultordouglas]

May I please get access to the collab?

[@eranfeit]

Hi,
Thanks for the access for the collab.
However , You send me an email with a list of links , but none of them is not this video : "Finetuning Vision Transformers (VIT) with Huggingface Transformers and Tensorflow 2"
Can you send a direct link ?
Eran

[@neuralearn]

Hello Eran, I've sent you the link

[@mohitagarwala_a-3460]

can i get the colab notebook access?

[@theadicuber7333]

Can I get access to the collab?

[@sreenagasruthip8374]

Do we have to apply Resize/Rescale operations to hold out test images for prediction?

[@neuralearn]

Hello my dear Sree, even for the test images, we need to apply preprocessing.

[@sergiodz2130]

May I get access to Collab??

[@thunderbolt489]

Can I get access to collab

[@subhramdasgupta1533]

May I get the Access to the colab notebook please!

[@neuralearn]

Hello my dear Subhram, please check your mail :)

[@subhramdasgupta1533]

@@neuralearn Hey I was wondering if there is an implementation of the FInetuning of Vit model. I am not able to see that in the list of the notebooks shared

[@neuralearn]

Check out the notebook Human Emotions Detection :)

[@lotfiamr8433]

@@subhramdasgupta1533 can you send it to me please

[@linloir5691]

May I have the access to the colab plz

[@neuralearn]

Hi Linloir,
Please ask for permission ans wait for 5minutes to gain access :)

[@venussingla128]

NameError: name 'Input' is not defined Getting this ERROR while using your code. Can you help

[@neuralearn]

Hello my dear Venus, please run the Colab we sent, you should normally not have this error

[@jakerose7293]

Colab notebook is not accessible@@neuralearn

[@salmanZafar74]

I am also getting the same error and notebook is also not available

[@kevin09123]

Can I get access to collab?

[@neuralearn]

Hi,
check your mail box or spam

[@user-qr3cp2uc9t]

May I please get access to the collab?

[@moncefchibi7440]

can you gime us access to the notebook please?

[@neuralearn]

Hello my dear Moncef, please check your mail :)

[@srikrishnatejaaradhyula8420]

May I please get access to the collab?

[@user-qr3cp2uc9t]

May I please get access to the collab?

[@neuralearn]

Hello, check your mail :)

[@hung11194]

May I please get access to the collab?

[@neuralearn]

Hi,
Please check your inbox or spam

[@user-xk1px9jc9n]

may i please get access to the colab?