Edwin Rijgersberg

Are you familiar with CoOp? It does something similar: https://github.com/KaiyangZhou/CoOp

Have you seen the list of classes and templates here? https://github.com/openai/CLIP/blob/main/data/prompts.md#ucf101

I too would like to echo the request for more information about the dataset. As you show in Section 5 of the paper, overlap with the training dataset can be...

Any idea on the timeline for XFUND v1.1? I'm considering annotating a Dutch dataset in XFUND style.

This is a classic (accidental) typographic attack. :format(webp)/cdn.vox-cdn.com/uploads/chorus_asset/file/22353458/apple_ipod_test.jpg) See the _Fallacies of abstraction_ section of [OpenAI - Multimodal neurons in artificial neural networks](https://openai.com/research/multimodal-neurons).

You probably accidentally installed the clip package [from PyPI](https://pypi.org/project/clip/), a package entirely unrelated to OpenAI CLIP: "_Clip is a command-line interface (CLI) tool that allows you to store and quickly...

No need to do the softmax unless you want to do classification. You can do comparisons by computing the cosine similarity between `image_features` and `text_features` directly.

@yonatanbitton No, I haven't done any further work on this. In the meantime the largest CLIP models have been released, so you could redo the analysis with those using the...

Actually, since I last checked last year Fairface has become available again in Huggingface Datasets as a different dataset: [HuggingFaceM4/FairFace](https://huggingface.co/datasets/HuggingFaceM4/FairFace). Using it only required some small modifications to the original...

Did you happen get a chance to look further into this? Not to push you, but just to make sure the bot doesn't close the issue again for a lack...