Computer Vision
About
Computer Vision refers to the field of study that enables computers to interpret and understand visual information from the world. This skill encompasses techniques for image processing, pattern recognition, and machine learning, which allo...
Related Skills
Browse the most common related skills to this skill, based on the last 5 months of job postings data.
How does Lightcast define a skill?
AI Algorithms refers to the computational methods used to enable machines to learn from data, recognize patterns, and make decisions. This skill involves understanding various algorithmic models such as supervised, unsupervised, and reinforcement learning to develop intelligent systems. It is used to design and implement solutions that automate tasks, improve efficiency, and support decision-making across various domains.
Natural Language Understanding (NLU) refers to the ability of artificial intelligence systems to analyze and comprehend human language in a way that captures context, meaning, and intent. It combines techniques from computational linguistics and machine learning to process and interpret written or spoken input. NLU is used to enable tasks such as sentiment analysis, intent recognition, and text classification, facilitating interactions in applications like chatbots, virtual assistants, and automated content analysis systems.
Object detection is a specialized computer vision skill that involves identifying and locating objects within an image or video. This task involves complex algorithms that analyze images and recognize patterns in pixel values to distinguish objects from their background. Object detection can be used for a variety of applications, such as self-driving cars, surveillance systems, and medical imaging. It is a crucial component of modern AI systems that can automate many tasks that were once performed by humans.
OpenCV, or Open Source Computer Vision Library, is a software library that provides a comprehensive set of computer vision algorithms and techniques for image and video processing. It is an open-source platform and is used primarily for developing real-time computer vision applications, including object detection, face recognition, and gesture recognition, among others. OpenCV also supports a range of programming languages, including Python, C++, and Java, making it a flexible and accessible tool for developers and researchers in the computer vision field.
Torch (Machine Learning) refers to an open-source machine learning library that provides a flexible framework for building and training deep learning models. This skill encompasses the use of tensor computation and automatic differentiation, enabling efficient implementation of neural networks. Knowledge of Torch (Machine Learning) is applied in various domains, including computer vision, natural language processing, and reinforcement learning, facilitating the development of sophisticated algorithms and data-driven applications.
Lightcast Skills Taxonomy
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Q: What is a Forward Deployed Engineer? A: The fastest growing AI job.

Degree Requirements are Dropping—But They’re Still Higher for AI Jobs

He Tried College Three Times. Then He Found a Career With No Ceiling.
About
Computer Vision refers to the field of study that enables computers to interpret and understand visual information from the world. This skill encompasses techniques for image processing, pattern recognition, and machine learning, which allo...
Related Skills
Browse the most common related skills to this skill, based on the last 5 months of job postings data.
How does Lightcast define a skill?
AI Algorithms refers to the computational methods used to enable machines to learn from data, recognize patterns, and make decisions. This skill involves understanding various algorithmic models such as supervised, unsupervised, and reinforcement learning to develop intelligent systems. It is used to design and implement solutions that automate tasks, improve efficiency, and support decision-making across various domains.
Natural Language Understanding (NLU) refers to the ability of artificial intelligence systems to analyze and comprehend human language in a way that captures context, meaning, and intent. It combines techniques from computational linguistics and machine learning to process and interpret written or spoken input. NLU is used to enable tasks such as sentiment analysis, intent recognition, and text classification, facilitating interactions in applications like chatbots, virtual assistants, and automated content analysis systems.
Object detection is a specialized computer vision skill that involves identifying and locating objects within an image or video. This task involves complex algorithms that analyze images and recognize patterns in pixel values to distinguish objects from their background. Object detection can be used for a variety of applications, such as self-driving cars, surveillance systems, and medical imaging. It is a crucial component of modern AI systems that can automate many tasks that were once performed by humans.
OpenCV, or Open Source Computer Vision Library, is a software library that provides a comprehensive set of computer vision algorithms and techniques for image and video processing. It is an open-source platform and is used primarily for developing real-time computer vision applications, including object detection, face recognition, and gesture recognition, among others. OpenCV also supports a range of programming languages, including Python, C++, and Java, making it a flexible and accessible tool for developers and researchers in the computer vision field.
Torch (Machine Learning) refers to an open-source machine learning library that provides a flexible framework for building and training deep learning models. This skill encompasses the use of tensor computation and automatic differentiation, enabling efficient implementation of neural networks. Knowledge of Torch (Machine Learning) is applied in various domains, including computer vision, natural language processing, and reinforcement learning, facilitating the development of sophisticated algorithms and data-driven applications.
Lightcast Skills Taxonomy
Looking for a specific skill? Search our library. Explore 35,000+ skills that we've collected from hundreds of millions of job postings, resumes, and online profiles.
The Lightcast Skills Taxonomy delivers clarity by allowing everyone to speak the same language. Use our APIs to articulate your skills needs, and leave the details to us: our dedicated team of taxonomists and engineers cleans, checks, and updates each entry so that you always have the most accurate and up-to-date picture of the labor market.
Are you a nonprofit pursuing a public good? Lightcast Skills APIs are freely available to you because we believe in using data for good and creating a labor market that works for everyone. Through the shared language of skills, we can enable a world where every worker and every job can find their best fits as efficiently and easily as possible.
Browse Skill Categories
Lightcast Skills Resources

Q: What is a Forward Deployed Engineer? A: The fastest growing AI job.

Degree Requirements are Dropping—But They’re Still Higher for AI Jobs

He Tried College Three Times. Then He Found a Career With No Ceiling.
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This skill is part of the Lightcast Skills Taxonomy, a library of over 35,000 job related skills. It is the standard used by higher education institutions, public sector organizations and Fortune 500 companies around the globe.