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Experimentations with CLIP (Contrastive Language–Image Pre-training models for zero-shot classification on images from CIFAR100 dataset. See notebook

Specifically, tackle things like:

  • How to download and run pre-trained CLIP models
  • How to calculate the cosine similarity between arbitrary image and text inputs pairs by projecting them to CLIP embedding space.
  • How to perform zero-shot image classifications on images from the CIFAR100 dataset

Linking the original paper for Ref: CLIP

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Experiments with CLIP models and features

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