KerasCV Fix-it ⚒️

[divyashreepathihalli]

The main goal is to stabilize KerasCV's integration with Keras 3. The list of outstanding items listed below needs to be adresses to make KerasCV feature complete with Keras 3 is listed below. Please feel free to take up anything here.
Here is the migration guide to move to Keras 3.
If you are taking up an example, do comment down below before you submit the PR.

High level process

• update .py file here - https://github.com/keras-team/keras-io/tree/master/examples/vision
• from keras-io/scripts/ run python autogen.py add_example ../examples/vision/python_file_name
  more contributing details here
• if the example needs import tensorflow as tf - i.e it is a TF only example - please state that is the PR decription
• tensorflow_datasets can be used with Keras 3 code, so if you encounter this, you can leave it as it is and it works.

Update Keras IO examples - [Priority 1]

• learnable_resizer Learnable resizer to keras3 keras-io#1688
• mixup Update mixup keras-io#1680
• perceiver_image_classification [TF only] Update perceiver_image_classification example to Keras 3.0 keras-io#1701
• shiftvit [TF only]
• bit [TF only] Migrating Image Classification using BigTransfer (BiT) example to Keras 3 keras-io#1694
• simsiam @aditya02shah [TF only] Migrating SimSiam Example to Keras-3 keras-io#1697
• generative/dcgan_overriding_train_ste DCGAN overriding training step- Keras 3 Migration (Only Tensorflow Backend) keras-io#1693
• forwardforward
• nnclr @aditya02shah
• handwriting_recognition
• [x ] xray_classification_with_tpus
• edsr
• [ x] mobilevit
• yolov8
• video_classification - Migrate video classification example to keras 3.0 keras-io#1674
• nl_image_search
• supervised-contrastive-learning
• depth_estimation
• fully_convolutional_network Migrating Fully Convolutional Network example to Keras 3 keras-io#1691
• vivit
• randaugment @sachinprasadhs Update RandAugment example to Keras 3 keras-io#1683 (comment)
• consistency_training
• basnet_segmentation
• barlow_twins
• adamatch
• pointnet update pointnet to keras 3 keras-io#1679
• vit_small_ds
• retinanet
• temporal_latent_bottleneck
• near_dup_search
• 3D_image_classification
• swin_transformers
• focal_modulation_network

Generative

• generative/molecule_generation
• generative/gan_ada
• generative/conditional_gan Conditional GAN migration to Keras 3[TF Only Backend] keras-io#1705
• generative/dreambooth
• generative/fine_tune_via_textual_inversion
• generative/finetune_stable_diffusion

[ID6109]

I'm excited to take these on. I'll be sending PRs on these after a week. Thanks!

[soma2000-lang]

Will work on a few of these @ID6109 which ones will you be working on?

[divyashreepathihalli]

@soma2000-lang and @ID6109 Thank you for you interest. I wanted to add an update. We have decided to keep the preprocessing layers TF only for now. So, I have updated the list above.

[ID6109]

I see @divyashreepathihalli. Then perhaps it was good that we waited a bit to initiate the conversions. @soma2000-lang, how about you start from the bottom? I'll begin by starting from the top.