captum icon indicating copy to clipboard operation
captum copied to clipboard

Optim-wip: Add the CLIP ResNet 50x4 model

Open ProGamerGov opened this issue 3 years ago • 1 comments

  • Added the CLIP ResNet 50x4 model used in the 'Multimodal Neurons in Artificial Neural Networks' research paper: https://distill.pub/2021/multimodal-neurons/
  • To make it easier to conduct research, the CLIP ResNet 50x4 model is divided into two parts; the image model and the text model.

I have a couple tutorials ready that use this model. I also have another PR ready that implements the tokenizer for the text model, using torchtext's CLIPTokenizer.

ProGamerGov avatar Apr 26 '22 19:04 ProGamerGov

The CLIP PRs are: #927, #943, #945, #961, #965, #966, #968

ProGamerGov avatar Jun 05 '22 15:06 ProGamerGov