M.Innat

I've just noticed this keras example, **Semi-supervised image classification using contrastive pretraining with SimCLR** ( [link](https://keras.io/examples/vision/semisupervised_simclr/) ) has changed significantly, original author @beresandras , updated by @ariG23498. The core contributed...

> That was part of the Keras Sprint. > > CC: @martin-gorner Looks like it ([link](https://keras.io/examples/vision/semisupervised_simclr/)) is reverted to its original form.

@tirthasheshpatel Something like this would be great. https://albumentations.ai/docs/ - see the demo section.

quick summarize - `.safetensor` to `.bin` -> https://github.com/huggingface/diffusers/issues/2829#issuecomment-1510160066 - `pipeline.unet.load_attn_procs("pt_state_dict.bin")` - `pipeline.unet.load_attn_procs("pt_state_dict.safetensors")` - `.bin` to `.safetensor` -> https://github.com/huggingface/diffusers/issues/2866#issuecomment-149559946 - [`from_ckpt`](https://github.com/huggingface/diffusers/blob/7e6886f5e93ca9bb1e6d4beece46fe1e43b819c2/src/diffusers/loaders.py#L1060) -> supports `.safetensor` , `.ckpt` (full model with/without lora) cc....

actions-github

@mhamilton723 - Why is it computing like this? https://github.com/mhamilton723/STEGO/blob/eb4d6b521740bd4265681b353547f2ffca65d673/src/eval_segmentation.py#L103-L113 - Is it possible to evaluate data without labels? (maybe k-nn classifier!)

> precompute_knns.py looks for a specific folder which does not exist. It looks for STEGO/src/datadrive/pytorch-data/cropped/cocostuff27_None_crop_0.5/img/val which is not among the downloaded datasets. I understand that the path is somehow generated...

@Sanster Links are broken.

@nkovela1 I forgot to mention that, [torch-vision](https://pytorch.org/vision/0.15/io.html) has its own dedicated video utility. But not sure if anything available in tensor-flow or jax. If there are something well performant available,...

https://github.com/google/automl/blob/master/efficientdet/tf2/efficientdet_keras.py#L42