Explained it very well Sir. Thank you so much and keep posting content like this.
@dlByManish
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1. Linear probing means taking the features from the model and just putting a dense output layer on top of it. In this case, taking the visual encoder of CLIP and putting an output softmax layer on top. We freeze encoder layers ..that is why probing. 2. Also, CLIP is not truly a multimodal model. It is a great zero-shot image classifier which makes use of natural language description of class labels.
@adityay525125
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Great video, Manish sir, could we get these slides for future reference?
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