CLIP model and its Zero shot capabilities
CLIP model and its Zero shot capabilities 1. Introduction CLIP which stands for Contrastive Language-Image Pre-training is a model made by OpenAI which can match the given image with a suitable text description of that image. CLIP is trained such that it takes input images and a textual descriptions of...
Deep Learning Multilingual Sentence Similarity
Understanding Multilingual Sentence Similarity and Knowledge Distillation with Sentence-Transformers Sentence Similarity is one of the most important tasks in Natural Language Processing. Here we will look at what exactly is semantic similarity, how a method called Multilingual Knowledge Distillation paper is used to create sentence embedding where sentences which “mean”...
Deep Learning Movie Recommendations based on plot similarity
Deep Learning Movie Recommendations based on plot similarity using Setence Transformer Introduction: In this article we are going to build a movie recommendation system, but not based on score of audience, we are going to recommend movies based on the similarity of their plots or summaries. We are using this...
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Hello, My name is Kanishka Mankar.This is my personal blog site where I post articles about stuff that I find interesting.
Email : mankarkanishka@gmail.com