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Differences and Connections between Natural Language Processing and Computer Vision from a Machine Learning Perspective

Towards AI

Natural language processing, computer vision, machine learning I recently moved from the computer vision (CV) domain to the natural language processing (NLP) domain and found some interesting observations. NLP is language-specific, but CV is not. Here we go.

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Image Captioning: Bridging Computer Vision and Natural Language Processing

Heartbeat

Pixabay: by Activedia Image captioning combines natural language processing and computer vision to generate image textual descriptions automatically. Image captioning integrates computer vision, which interprets visual information, and NLP, which produces human language.

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A Comprehensive Guide on i-Transformer

Analytics Vidhya

Introduction Transformers have revolutionized various domains of machine learning, notably in natural language processing (NLP) and computer vision.

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Exploring  the Next Big Thing in Gen AI with Sandeep Singh

Analytics Vidhya

He shares insights from his journey, from comprehensive workshops shaping generative AI engineers to the transformative potential of combining computer vision and natural language processing (NLP). The conversation unveils the exciting future AI holds.

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What are Multimodal Models?

Analytics Vidhya

Combining the strengths of computer vision and Natural Language Processing (NLP), multimodal models open up new possibilities for machines to interact with the environment in a more human-like manner. Introduction Welcome to the fascinating world of Multimodal Models!

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Computer Vision Jobs that are Not Computer Vision Engineer

Viso.ai

As many areas of artificial intelligence (AI) have experienced exponential growth, computer vision is no exception. According to the data from the recruiting platforms – job listings that look for artificial intelligence or computer vision specialists doubled from 2021 to 2023.

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Understanding Natural Language Processing — Sentiment Analysis

Mlearning.ai

Introduction Natural language processing (NLP) sentiment analysis is a powerful tool for understanding people’s opinions and feelings toward specific topics. This article will provide an overview of NLP sentiment analysis, how it works, and the different approaches that can be taken to assess sentiment.