Analytics Vidhya

DECEMBER 30, 2021

The post Computer Vision to Detect License Number Plate appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon Introduction In this fastest era of technology, it is very difficult to stop every vehicle on the road and check its number plate in the search for one criminal car.

Computer Vision 370

Computer Vision Data Science Deep Learning 370

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.

Computer Vision 357

Computer Vision Algorithm Python 357

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.

Computer Vision 318

Computer Vision AI AI Generative AI 318

Analytics Vidhya

FEBRUARY 28, 2025

Over the past few decades, computer vision has undergone a dramatic evolution. In this post, I will take you on a journey […] The post 34 Computer Vision Models You Must Know About appeared first on Analytics Vidhya.

Computer Vision 125

Computer Vision 125

Analytics Vidhya

JUNE 27, 2024

Introduction The Conference on Computer Vision and Pattern Recognition (CVPR) is undeniably the leading annual event in its field. As expected, CVPR 2024, held from June 17th to 21st at the Seattle Convention Center, USA, proved to be a resounding success.

Computer Vision 326

Computer Vision Generative AI AI AI 326

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.

Computer Vision 299

Computer Vision Convolutional Neural Networks Neural Network Python 299

Analytics Vidhya

JULY 23, 2024

Like the transformers which excel at understanding text and generating text given a response, vision transformer models were developed to understand images and provide information […] The post How to Perform Computer Vision Tasks with Florence-2 appeared first on Analytics Vidhya.

Computer Vision 285

Computer Vision Large Language Models Deep Learning Generative AI 285

Analytics Vidhya

AUGUST 18, 2023

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. It’s time to unlock the […] The post Swin Transformers | Modern Computer Vision Tasks appeared first on Analytics Vidhya.

Computer Vision 271

Computer Vision Deep Learning 271

Analytics Vidhya

JANUARY 16, 2023

The post AI In Agriculture: Using Computer Vision To Improve Crop Yields appeared first on Analytics Vidhya. According to the Food and Agriculture Organization of the […].

Computer Vision 317

Computer Vision Data Science AI AI 317

Unite.AI

JANUARY 13, 2024

Up until now, object detection in images using computer vision models faced a major roadblock of a few seconds of lag due to processing time. However, the YOLOv8 computer vision model's release by Ultralytics has broken through the processing delay. What Makes YOLOv8 Standout?

Computer Vision 259

Computer Vision Python Explainability AI 259

AI News

JUNE 4, 2024

Amazon will harness computer vision and AI to ensure customers receive products in pristine condition and further its sustainability efforts. leverages generative AI and computer vision technologies to detect issues such as damaged products or incorrect colours and sizes before they reach customers. Project P.I.

Computer Vision 247

Computer Vision Big Data Generative AI LLM 247

Analytics Vidhya

NOVEMBER 21, 2024

Image segmentation is another popular computer vision task that has applications with different models. Its usefulness across different industries and fields has allowed for more research and improvements.

Computer Vision 270

Computer Vision 270

Unite.AI

DECEMBER 17, 2024

As AI disrupts nearly every industry, the agriculture sector, which faces significant obstacles on multiple fronts, is cautiously embracing machine learning, computer vision, and other data-driven processes. The tractor didnt just offer farmers a tool to improve their business operations, it also helped supplement food supplies.

Computer Vision 289

Computer Vision Robotics AI AI 289

Unite.AI

SEPTEMBER 26, 2023

Comprehensive experiments performed on the EfficientViT model across different scenarios indicate that the EfficientViT outperforms existing efficient models for computer vision while striking a good trade-off between accuracy & speed. So let’s take a deeper dive, and explore the EfficientViT model in a little more depth.

Computer Vision 290

Computer Vision NLP Explainability Artificial Intelligence 290

Analytics Vidhya

DECEMBER 26, 2024

In 2024, it solidified its role as the go-to platform for state-of-the-art models, spanning NLP, computer vision, speech recognition, and more. Open-source AI models on Hugging Face have become a driving force in the AI space, and Hugging Face remains at the forefront of this movement.

Computer Vision 223

Computer Vision NLP AI Modeling AI 223

Analytics Vidhya

FEBRUARY 19, 2025

It uses a CNN architecture to perform computer vision tasks such as image classification and object detection. Models using this architecture usually require a lot of computational cost and hardware resources, but MobileNet was made to work with mobile devices and embedding.

Computer Vision 197

Computer Vision 197

Unite.AI

NOVEMBER 8, 2024

These systems are beginning to be overshadowed by the introduction of AI, that simplifies everything and uses less equipment, such as only one camera where it can be combined with computer vision learning. This, in turn, threatens the revenue streams of incumbent system integrators.

Computer Vision 287

Computer Vision AI AI Robotics 287

Analytics Vidhya

NOVEMBER 15, 2024

Owl ViT is a computer vision model that has become very popular and has found applications across various industries. This model takes in an image and a text query as input. After the image processing, the output comes with a confidence score and the object’s location (from the text query) in the image.

Computer Vision 206

Computer Vision 206

Analytics Vidhya

MARCH 1, 2022

Computer vision has advanced considerably but is still challenged in matching the precision of human perception. This article belongs to computer vision. It can be challenging for beginners to distinguish between different related computer vision tasks. Here we will learn from scratch. Humans can […].

Computer Vision 394

Computer Vision Data Science 394

Unite.AI

JANUARY 7, 2025

Fermata , a trailblazer in data science and computer vision for agriculture, has raised $10 million in a Series A funding round led by Raw Ventures. Croptimus: The Eyes and Brain of Agriculture At the heart of Fermatas offerings is the Croptimus platform , an AI-powered computer vision system designed to optimize crop health and yield.

Computer Vision 182

Computer Vision Actionable Intelligence Continuous Learning AI 182

Analytics Vidhya

NOVEMBER 2, 2022

Introduction The abbreviation of OpenCV is Open Source Computer vision which is a library that one can use for performing image processing operations and real-world computer vision tasks. The career path for whoever chooses OpenCV as the tool is computer vision developer or […].

Computer Vision 367

Computer Vision Data Science 367

AI News

DECEMBER 16, 2024

The compute orchestration capabilities build on Clarifai’s existing AI platform that, the company says, has processed over 2 billion operations in computer vision, language, and audio AI. The compute orchestration capability is currently available in public preview.

Computer Vision 261

Computer Vision Artificial Intelligence Artificial Intelligence AI 261

Analytics Vidhya

JUNE 16, 2023

Chooch, a Silicon Valley-based leader in computer vision, combined the power of artificial intelligence (AI) and computer vision to revolutionize wildfire detection. When wildfires ravaged California, turning the skies orange and leaving devastation in their wake, a groundbreaking startup stepped up to fight back.

Computer Vision 364

Computer Vision Artificial Intelligence Artificial Intelligence AI 364

Analytics Vidhya

MARCH 22, 2024

Introduction In computer vision, different techniques for live object detection exist, including Faster R-CNN, SSD, and YOLO. Object detection is fundamental in computer vision, enabling […] The post Live Object Detection and Image Segmentation with YOLOv8 appeared first on Analytics Vidhya.

Computer Vision 328

Computer Vision Algorithm 328

Analytics Vidhya

FEBRUARY 6, 2023

Introduction Deep learning has revolutionized computer vision and paved the way for numerous breakthroughs in the last few years. One of the key breakthroughs in deep learning is the ResNet architecture, introduced in 2015 by Microsoft Research.

Explainability 353

Explainability Computer Vision Deep Learning Algorithm 353

Analytics Vidhya

APRIL 5, 2023

Introduction Image segmentation is a task in computer vision that involves dividing a particular image into multiple segments where each segment represents an object or region in the image. This task is important for applications such as object detection, image recognition, and autonomous driving.

Deep Learning 400

Deep Learning Computer Vision Python 400

Analytics Vidhya

JANUARY 11, 2022

Human Pose estimation is a computer vision task that represents the orientation of a person in a graphical format. It is one of the most exciting areas of research in computer […]. This article was published as a part of the Data Science Blogathon.

Computer Vision 400

Computer Vision Data Science Algorithm Deep Learning 400

Analytics Vidhya

SEPTEMBER 16, 2022

Often referred to as the ‘Hello World’ of Computer Vision, it’s a great starting […]. The post Hindi Character Recognition on Android using TensorFlow Lite appeared first on Analytics Vidhya.

Computer Vision 397

Computer Vision Data Science Python Machine Learning 397

Unite.AI

JANUARY 10, 2025

Among the most notable innovations is video analytics, which, through the use of computer vision, is providing retailers with powerful insights into consumer behavior, store dynamics, and operational efficiency. At its core, computer vision enables machines to interpret and understand visual data.

Computer Vision 113

Computer Vision AI AI Algorithm 113

Analytics Vidhya

DECEMBER 30, 2021

Introduction As we all know, OpenCV is a free open source library used for computer vision and image operations. This article was published as a part of the Data Science Blogathon. OpenCV is written in C++ and has thousands of optimized algorithms and functions for various image operations.

Python 372

Python Computer Vision Data Science Algorithm 372

Analytics Vidhya

FEBRUARY 7, 2025

Today, computer vision applications are playing a transformative role in industries like healthcare, manufacturing, security, and retail. However, developing and deploying vision-based solutions has often been complex and time-consuming.

Computer Vision 140

Computer Vision Visual AI AI AI 140

Analytics Vidhya

AUGUST 10, 2022

Introduction Template matching is a high-level computer vision approach that detects image portions that match a predetermined template. This article was published as a part of the Data Science Blogathon. Advanced template matching algorithms detect template occurrences regardless of orientation or local brightness.

Computer Vision 361

Computer Vision Data Science Algorithm Python 361

Analytics Vidhya

MARCH 29, 2024

Introduction Image captioning is another exciting innovation in artificial intelligence and its contribution to computer vision. Salesforce’s new tool, BLIP, is a great leap. This image captioning AI model provides a great deal of interpretation through its working process.

Computer Vision 328

Computer Vision Artificial Intelligence Artificial Intelligence AI Modeling 328

Analytics Vidhya

APRIL 23, 2022

Instead, along with the computer vision techniques, deep learning skills will also be required, i.e. We will use the deep learning […]. This article was published as a part of the Data Science Blogathon. The post Face detection using the Caffe model appeared first on Analytics Vidhya.

Deep Learning 400

Deep Learning Computer Vision Data Science Algorithm 400

Analytics Vidhya

MAY 22, 2022

Introduction on 3D-CNN The MNIST dataset classification is considered the hello world program in the domain of computer vision. This article was published as a part of the Data Science Blogathon. The MNIST dataset helps beginners to understand the concept and the implementation of Convolutional Neural Networks.

Convolutional Neural Networks 395

Convolutional Neural Networks Neural Network Computer Vision Data Science 395

Analytics Vidhya

AUGUST 26, 2022

Introduction As we all know, Computer Vision has gained huge popularity in Machine Learning and Artificial Intelligence. The image recognition skill allows computers to process more information than the human eye, often faster and more accurately, or simply when people are not involved in […].

Computer Vision 348

Computer Vision Machine Learning Artificial Intelligence Artificial Intelligence 348

Analytics Vidhya

OCTOBER 4, 2021

It is employed in computer vision and image recognition. This article was published as a part of the Data Science Blogathon What is CNN? Convolutional Neural Network is a type of deep learning neural network that is artificial. The post Applications of Convolutional Neural Networks(CNN) appeared first on Analytics Vidhya.

Convolutional Neural Networks 387

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 387