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Artificial Intelligence | AI on Instagram: "OpenAI’s CLIP (Contrastive Language–Image Pretraining) model is a multimodal neural network trained to connect text and images in a shared vector space. Instead of learning to classify images into fixed categories, CLIP learns representations by matching images with their corresponding text descriptions, optimizing so that the correct pairs have high similarity while mismatched pairs have low similarity. Both text and images are encoded into high-dimen
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AI • Machine Learning • Tech on Instagram: "CLIP (Contrastive Language-Image Pretraining) is a powerful model developed by OpenAI that connects text and images by learning to relate them through shared embeddings. The idea behind CLIP is to train a neural network to project both images and textual descriptions into a common high-dimensional space, where semantically similar images and texts are close together, and dissimilar ones are far apart. This is done by feeding paired image-text data into
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