Data Science Current

Scaling Data Quality with Computer Vision on Spatial Data

insideBIGDATA

FEBRUARY 12, 2024

In this contributed article, editorial consultant Jelani Harper discusses a number of hot topics today: computer vision, data quality, and spatial data. Computer vision is an extremely viable facet of advanced machine learning for the enterprise. Its utility for data quality is evinced from some high profile use cases.

Data Quality

Data Quality Machine Learning Machine Learning Deep Learning

Vision Language Models: Introducing the new tiny VLM Moondream 2

Data Science Dojo

APRIL 9, 2024

While language models in generative AI focus on textual data, vision language models (VLMs) bridge the gap between textual and visual data. Understanding vision language models VLMs combine computer vision (CV) and natural language processing (NLP), enabling them to understand and connect visual information with textual data.

Natural Language Processing

Natural Language Processing Python AI AI

Building a Medical Assistant using Gemini Pro vision

Analytics Vidhya

MAY 16, 2024

In this article, we will see how we […] The post Building a Medical Assistant using Gemini Pro vision appeared first on Analytics Vidhya. After knowing the possibilities of ChatGPT, several other companies have started putting their effort into building a better transformer with improved accuracy.

Analytics

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How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Leading the Development of Profitable and Sustainable Products

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Samsung’s Vision for 2027: AI Integrated Cameras with Human Vision

Analytics Vidhya

JANUARY 3, 2024

This ambitious initiative, internally dubbed “Humanoid Sensors,” aims to replicate human vision by 2027. Quite indicative […] The post Samsung’s Vision for 2027: AI Integrated Cameras with Human Vision appeared first on Analytics Vidhya.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence AI AI

How do we use GPT 4o API for Vision, Text, Image, and more?

Analytics Vidhya

MAY 15, 2024

This refined version promises significant improvements in speed and performance, delivering enhanced capabilities across text, vision, and audio processing. This innovative model will be accessible across various […] The post How do we use GPT 4o API for Vision, Text, Image, and more? appeared first on Analytics Vidhya.

Analytics

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Introducing Moondream2: A Tiny Vision-Language Model

Analytics Vidhya

MARCH 27, 2024

Vision Language models are the models that can process and understand both visual and language(textual input) data simultaneously. These models combine techniques from Computer Vision and Natural Language Processing to understand and generate text based on the image content and language instruction.

Natural Language Processing

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Transfer Learning in Computer Vision

insideBIGDATA

JULY 24, 2023

In this contributed article, Ihar Rubanau, Senior Software Developer at Sigma Software Group, discusses how transfer learning has become a popular technique in computer vision, allowing deep neural networks to be trained with limited data by leveraging pre-trained models.

Deep Learning

Deep Learning Deep Learning Big Data Big Data

OpenAI Introduces GPT-4 Turbo with Enhanced Vision Capabilities

Analytics Vidhya

APRIL 12, 2024

This latest iteration comes with enhanced vision capabilities, marking a significant leap in artificial intelligence (AI). With the integration of vision analysis features, GPT-4 Turbo offers a seamless fusion of text and image processing.

Artificial Intelligence

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Vision Transformers (ViT): Revolutionizing Computer Vision

Analytics Vidhya

JUNE 6, 2023

Introduction Vision Transformers (ViT) have emerged as a revolutionary approach in the field of computer vision. By leveraging the self-attention mechanisms […] The post Vision Transformers (ViT): Revolutionizing Computer Vision appeared first on Analytics Vidhya.

Analytics

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KissanAI Introduces Dhenu Vision LLMs for Crop Disease Detection

Analytics Vidhya

MARCH 19, 2024

In a significant leap forward for agricultural technology, KissanAI has unveiled Dhenu, a series of finely-tuned vision large language models (LLMs) aimed at transforming crop disease detection. Dhenu-vision-lora-0.1,

Analytics

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Solving Computer Vision Problems with Satya Mallick

Analytics Vidhya

DECEMBER 13, 2023

In this episode of Leading with Data, we have Satya Mallick, CEO of OpenCV.org and founder of Big Vision LLC, with us. Satya shares his remarkable journey in computer vision, emphasizing the crucial distinction between image processing and computer vision.

Analytics

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Vision Transformers in Agriculture | Harvesting Innovation

Analytics Vidhya

SEPTEMBER 21, 2023

One such advancement is using Vision Transformers (ViTs) to classify leaf diseases in crops. In this blog, we’ll explore how vision transformers in agriculture revolutionize […] The post Vision Transformers in Agriculture | Harvesting Innovation appeared first on Analytics Vidhya.

Analytics

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Experience Realistic Virtual Meetings with Zoom on Apple Vision Pro

Analytics Vidhya

FEBRUARY 1, 2024

In a revolutionary move set to transform virtual meetings, Zoom is set to launch its innovative app tailored for Apple Vision Pro today. The new application promises to elevate the virtual meeting experience, incorporating augmented reality and virtual reality features.

Analytics

Analytics Analytics

Hugging Face Presents Idefics2: An 8B Vision-Language Model Revolution

Analytics Vidhya

APRIL 19, 2024

Also Read: Meta Releases Much-Awaited Llama 3 Model The Evolution of Idefics […] The post Hugging Face Presents Idefics2: An 8B Vision-Language Model Revolution appeared first on Analytics Vidhya. Let’s delve into the advancements and implications of this new release.

Analytics

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Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization

Machine Learning Research at Apple

APRIL 14, 2024

Existing vision-language models exhibit strong generalization on a variety of visual domains and tasks. In this paper, we first demonstrate that vision-language models, after long enough finetuning but without proper…

Introduction to Vision Transformers (ViT)

Analytics Vidhya

MAY 31, 2023

Introduction Over the years, we have been using Computer vision (CV) and image processing techniques from artificial intelligence (AI) and pattern recognition to derive information from images, videos, and other visual inputs. Underlying methods successfully achieve this by manipulating digital images through computer algorithms.

Artificial Intelligence

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Swin Transformers | Modern Computer Vision Tasks

Analytics Vidhya

AUGUST 18, 2023

Introduction The Swin Transformer is a significant innovation in the field of vision transformers. Among these transformers, the Swin Transformer stands out as the backbone of computer vision, providing unparalleled flexibility and scalability to meet the demands of modern deep-learning models.

Deep Learning

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Apple’s Vision Pro Launched with 600 Apps: Here’s All You Need to Know

Analytics Vidhya

FEBRUARY 2, 2024

Apple’s much-anticipated Vision Pro headset has hit the market, boasting an array of features and applications designed to redefine the virtual and augmented reality experience. Priced at $3,499, the Vision Pro is set to cater to a diverse audience, blending entertainment, productivity, and spatial computing.

Analytics

Analytics Analytics

Satellite Image Classification Using Vision Transformers

Analytics Vidhya

OCTOBER 1, 2023

As the volume of satellite imagery continues to grow, there is an increasing need for efficient and […] The post Satellite Image Classification Using Vision Transformers appeared first on Analytics Vidhya. These images serve many purposes, from disaster management and agriculture to urban planning and environmental monitoring.

Analytics

Analytics Analytics

How ‘Seeing’ AI Focuses On Large Vision Models

Adrian Bridgwater for Forbes

DECEMBER 6, 2023

Driving AI into the image space is Landing AI, a computer vision cloud company that specializes in building what it calls domain-specific Large Vision Models (LVMs).

AI

AI AI

Reversing the Video Using Computer Vision

Analytics Vidhya

MAY 11, 2022

Introduction In this article, we will be working to develop an application from computer vision techniques that will reverse the video, and also, we will be able to save that reversed video in our local system. The post Reversing the Video Using Computer Vision appeared first on Analytics Vidhya.

Data Science

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We need an Apple Vision Air ASAP

Dataconomy

FEBRUARY 7, 2024

It’s time to talk about the Apple Vision Air. Yes, Apple’s new gadget, the Vision Pro, has amazed everyone. That’s why we’re excited about the rumors swirling around its more affordable sibling, the Apple Vision Air. It’s going to be way cheaper than the Vision Pro. Sounds awesome, right?

DinoV2: Most Advanced Self-Taught Vision Model by Meta

Analytics Vidhya

APRIL 19, 2023

It is a vision transformer model for computer vision tasks, built upon the success of its predecessor, DINO. Also Read: Microsoft […] The post DinoV2: Most Advanced Self-Taught Vision Model by Meta appeared first on Analytics Vidhya.

Supervised Learning

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Blink Detection Application Using Computer Vision

Analytics Vidhya

APRIL 1, 2022

Introduction In this article, we will learn how to make a real-time blink detector application using computer vision. The post Blink Detection Application Using Computer Vision appeared first on Analytics Vidhya.

Data Science

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Key applications of computer vision in 2023

Data Science Dojo

OCTOBER 17, 2023

Computer vision is a rapidly growing field with a wide range of applications. In recent years, there has been a significant increase in the development of computer vision technologies, and this trend is expected to continue in the coming years. In addition, computer vision is being used to develop new surgical techniques and devices.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Computer Science Computer Science

What does Apple Vision Pro do: Comprehensive overview

Dataconomy

FEBRUARY 5, 2024

At its WWDC 2023 conference, Apple revealed the Vision Pro, the long-awaited augmented reality (AR) headset that has many asking, “What does Apple Vision Pro do?” What does Apple Vision Pro do The Vision Pro hsa been released on February 2, with preorders currently available on the Apple Store.

AI

AI AI

Apple Vision Pro Hits Shelves on February 2, Pioneering Spatial Computing

Analytics Vidhya

JANUARY 10, 2024

Apple has officially unveiled the release date for its much-anticipated Apple Vision Pro mixed reality headset, marking a significant leap forward in the tech world. Set to hit U.S. stores on February 2, the spatial computer, priced at $3,499, promises to redefine how people interact with digital content.

Analytics

Analytics Analytics

Thoughts on Vision Pro

Hacker News

MARCH 25, 2024

A month ago, I flew from London to NYC, paid $3500 for a Vision Pro headset at Apple Fifth Avenue, and flew back home. I’ve been using it every day since — here’s what I think. My background, for context: I’ve been working in AR for many years.

A Comprehensive Guide on Deep learning for Computer vision

Analytics Vidhya

DECEMBER 28, 2021

This article was published as a part of the Data Science Blogathon Source: Vision Image Overview Deep learning is the most powerful method used to work on vision-related tasks. Convolutional Neural Networks or convents are a type of deep learning model which we use to approach computer vision-related applications.

Deep Learning

Deep Learning Deep Learning Data Science Analytics

Building PPT Summarizer Using Streamlit and Gemini Vision API

Analytics Vidhya

JANUARY 30, 2024

Enter Google’s Gemini […] The post Building PPT Summarizer Using Streamlit and Gemini Vision API appeared first on Analytics Vidhya. Consider a tool that not only understands the complexities of photos, charts, and visual features but also can provide a succinct and instructive summary for your audience.

Analytics

Analytics Analytics Python

Learning Pose Estimation Using New Computer Vision Techniques

Analytics Vidhya

JUNE 16, 2023

Pose detection plays […] The post Learning Pose Estimation Using New Computer Vision Techniques appeared first on Analytics Vidhya. It seeks to comprehend and depict the positioning and spatial arrangement of people or other things in a scene.

Analytics

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Computer Vision in 2022 – A Quick Recap

Analytics Vidhya

DECEMBER 22, 2022

Introduction Computer Vision is a branch of AI that provides a machine high-level understanding of an image and the power to perform tasks on images that even humans cannot perform. 2022 has been the year of boom for Computer Vision. It has been the most productive year for Computer Vision so far.

Analytics

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The Apple Vision Pro

Hacker News

FEBRUARY 6, 2024

The Apple Vision Pro is a disappointment for productivity, in part because of choices made to deliver a remarkable entertainment experience. Plus, the future of AR/VR for Apple and Meta.

Building an Image Data Extractor using Gemini Vision LLM

Analytics Vidhya

DECEMBER 26, 2023

This marks a pivotal moment for the […] The post Building an Image Data Extractor using Gemini Vision LLM appeared first on Analytics Vidhya. However, Google has recently entered the arena with the launch of the Gemini Version of their model, unveiling its API to the public on December 13th.

Analytics

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A Journey Through Data Leadership and Global Vision with Prithvi Chandrasekhar

Analytics Vidhya

MARCH 13, 2024

In this insightful conversation, we explore his journey from the inception […] The post A Journey Through Data Leadership and Global Vision with Prithvi Chandrasekhar appeared first on Analytics Vidhya.

Analytics

Analytics Analytics

Image Classification Using CNN -Understanding Computer Vision

Analytics Vidhya

AUGUST 2, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In computer vision, we have a convolutional neural network that. The post Image Classification Using CNN -Understanding Computer Vision appeared first on Analytics Vidhya.

Data Science

Data Science Analytics Analytics Python

Learn the basics of computer vision by building a self-driving toy car

Data Science Dojo

FEBRUARY 10, 2023

In this blog post, we will explore the technology behind self-driving toy cars and how computer vision can be used to enable them to navigate their environment. We will discuss the various computer vision techniques that can be implemented, including thresholding, edge detection, blob detection, optical flow, and machine learning.

Machine Learning

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence

Pose Detection Using Computer Vision

Analytics Vidhya

FEBRUARY 17, 2022

This article will cover a problem of the Computer Vision section of machine learning. The post Pose Detection Using Computer Vision appeared first on Analytics Vidhya. Introduction In this article, we will discuss some of the basic concepts related to Pose Detection.

Machine Learning

Machine Learning Machine Learning Data Science Analytics

10 AI Project Ideas in Computer Vision

KDnuggets

NOVEMBER 16, 2021

The field of computer vision has seen the development of very powerful applications leveraging machine learning. These projects will introduce you to these techniques and guide you to more advanced practice to gain a deeper appreciation for the sophistication now available.

Machine Learning

Machine Learning Machine Learning AI AI

Red Cat & Athena AI Make Intelligent Military Drones with Night Vision

Analytics Vidhya

JUNE 22, 2023

The collaboration has resulted in remarkable advancements in artificial intelligence (AI) and computer-vision capabilities for the Teal 2 military-grade drone.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence AI AI

Edge & Contour Detection – An application of Computer Vision

Analytics Vidhya

AUGUST 5, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon The focus of Computer vision is surrounded by the extraction of. The post Edge & Contour Detection – An application of Computer Vision appeared first on Analytics Vidhya.

Data Science

Data Science Analytics Analytics Python

Deep Learning Vision: Digitizing the World

Analytics Vidhya

AUGUST 25, 2022

The post Deep Learning Vision: Digitizing the World appeared first on Analytics Vidhya. Introduction The body of knowledge and practice known as Deep Learning gives us a way to understand patterns, quantify relationships, and predict the future. Deep Learning helps us understand the world. The world is interconnected.

Deep Learning

Deep Learning Deep Learning Data Science Analytics

Implementing Computer Vision – Face Detection

Analytics Vidhya

DECEMBER 9, 2021

This article was published as a part of the Data Science Blogathon Overview Computational Vision is the part of Artificial Intelligence, which aims to design intelligent algorithms that have the ability to see as if it were a human vision. In this article, we’ll cover three of the main scopes.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Data Science Algorithm

Vision Transformers (ViT) in Image Captioning Using Pretrained ViT Models

Analytics Vidhya

JUNE 26, 2023

It is done by connecting Vision (image) and Language (Text). In this article, […] The post Vision Transformers (ViT) in Image Captioning Using Pretrained ViT Models appeared first on Analytics Vidhya. It is the task of translating an image into a textual description.

Analytics

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Scaling Data Quality with Computer Vision on Spatial Data

Vision Language Models: Introducing the new tiny VLM Moondream 2

Webinars

Trending Sources

Building a Medical Assistant using Gemini Pro vision

Webinars

Samsung’s Vision for 2027: AI Integrated Cameras with Human Vision

How do we use GPT 4o API for Vision, Text, Image, and more?

Introducing Moondream2: A Tiny Vision-Language Model

Transfer Learning in Computer Vision

OpenAI Introduces GPT-4 Turbo with Enhanced Vision Capabilities

Vision Transformers (ViT): Revolutionizing Computer Vision

KissanAI Introduces Dhenu Vision LLMs for Crop Disease Detection

Solving Computer Vision Problems with Satya Mallick

Vision Transformers in Agriculture | Harvesting Innovation

Experience Realistic Virtual Meetings with Zoom on Apple Vision Pro

Hugging Face Presents Idefics2: An 8B Vision-Language Model Revolution

Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization

Introduction to Vision Transformers (ViT)

Swin Transformers | Modern Computer Vision Tasks

Apple’s Vision Pro Launched with 600 Apps: Here’s All You Need to Know

Satellite Image Classification Using Vision Transformers

How ‘Seeing’ AI Focuses On Large Vision Models

Reversing the Video Using Computer Vision

We need an Apple Vision Air ASAP

DinoV2: Most Advanced Self-Taught Vision Model by Meta

Blink Detection Application Using Computer Vision

Key applications of computer vision in 2023

What does Apple Vision Pro do: Comprehensive overview

Apple Vision Pro Hits Shelves on February 2, Pioneering Spatial Computing

Thoughts on Vision Pro

A Comprehensive Guide on Deep learning for Computer vision

Building PPT Summarizer Using Streamlit and Gemini Vision API

Learning Pose Estimation Using New Computer Vision Techniques

Computer Vision in 2022 – A Quick Recap

The Apple Vision Pro

Building an Image Data Extractor using Gemini Vision LLM

A Journey Through Data Leadership and Global Vision with Prithvi Chandrasekhar

Image Classification Using CNN -Understanding Computer Vision

Learn the basics of computer vision by building a self-driving toy car

Pose Detection Using Computer Vision

10 AI Project Ideas in Computer Vision

Red Cat & Athena AI Make Intelligent Military Drones with Night Vision

Edge & Contour Detection – An application of Computer Vision

Deep Learning Vision: Digitizing the World

Implementing Computer Vision – Face Detection

Vision Transformers (ViT) in Image Captioning Using Pretrained ViT Models

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