Analytics Vidhya

OCTOBER 26, 2022

Introduction In this article, we will learn how to make an object tracker using OpenCV in Python and using, and we will build an object tracker and make a counter system. The post Making Centroid Tracker and Counter System in Python appeared first on Analytics Vidhya.

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Analytics Vidhya

JULY 23, 2020

The post Understanding and coding Neural Networks From Scratch in Python and R appeared first on Analytics Vidhya. Note: This article was originally published on May 29, 2017, and updated on July 24, 2020 Overview Neural Networks is one of the most.

Neural Network 400

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Analytics Vidhya

APRIL 14, 2019

There are so many things we can do using computer vision algorithms: Object detection Image segmentation Image. The post Build your First Multi-Label Image Classification Model in Python appeared first on Analytics Vidhya. Introduction Are you working with image data?

Python 303

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Analytics Vidhya

APRIL 23, 2022

Introduction In this section, we will build a face detection algorithm using Caffe model, but only OpenCV is not involved this time. Instead, along with the computer vision techniques, deep learning skills will also be required, i.e. We will use the deep learning […].

Deep Learning 400

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Analytics Vidhya

MARCH 1, 2024

Introduction The Hamming Distance Algorithm is a fundamental tool for measuring the dissimilarity between two pieces of data, typically strings or integers. This […] The post All About Hamming Distance Algorithm appeared first on Analytics Vidhya. It calculates the number of positions at which the corresponding elements differ.

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Marktechpost

MARCH 30, 2024

In 2024, the landscape of Python libraries for machine learning and deep learning continues to evolve, integrating more advanced features and offering more efficient and easier ways to build, train, and deploy models. Below are the top ten Python libraries that stand out in AI development.

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Marktechpost

MARCH 26, 2024

Deep learning models have recently gained significant popularity in the Artificial Intelligence community. In order to address these challenges, a team of researchers has introduced DomainLab, a modular Python package for domain generalization in deep learning. If you like our work, you will love our newsletter.

Deep Learning 127

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Analytics Vidhya

JUNE 15, 2021

The post Guide to Gradient Descent and Its Variants with Python Implementation appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In this article, we’ll cover Gradient Descent along with its.

Python 329

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Analytics Vidhya

JANUARY 12, 2021

ArticleVideos Two different image search engines developed with Deep Learning algorithms Photo by Geran de Klerk on Unsplash Introduction Imagine that you want to. The post Querying Similar Images with TensorFlow appeared first on Analytics Vidhya.

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Marktechpost

MARCH 8, 2025

Deep learning models, having revolutionized areas of computer vision and natural language processing, become less efficient as they increase in complexity and are bound more by memory bandwidth than pure processing power. A primary issue in deep learning computation is optimizing data movement within GPU architectures.

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Analytics Vidhya

SEPTEMBER 15, 2020

Introduction In this article, we will be taking a deep dive into an interesting algorithm known as “Seam Carving”. The post Seam Carving Algorithm : A Seemingly Impossible Way of Resizing An Image appeared first on Analytics Vidhya. It does a seemingly impossible.

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Analytics Vidhya

FEBRUARY 22, 2023

The ultimate goal of these deep learning algorithms is to mimic the human eye’s capacity to perceive the surrounding environment. Introduction From the 2000s onward, Many convolutional neural networks have been emerging, trying to push the limits of their antecedents by applying state-of-the-art techniques.

Convolutional Neural Networks 328

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Marktechpost

MAY 20, 2024

Deep learning is a subset of machine learning that involves training neural networks with multiple layers to recognize patterns and make data-based decisions. This article lists the top courses in deep learning that provide comprehensive knowledge and practical skills necessary to excel in this transformative field.

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Marktechpost

MAY 14, 2024

Deep learning is crucial in today’s age as it powers advancements in artificial intelligence, enabling applications like image and speech recognition, language translation, and autonomous vehicles. Additionally, it offers insights into the diverse range of deep learning techniques applied across various industrial sectors.

Neural Network 108

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Analytics Vidhya

SEPTEMBER 7, 2021

This article was published as a part of the Data Science Blogathon Introduction The deep learning algorithms required the data in a specific order or shape. You will learn through this article […]. First, we have to arrange the data in batches, then we have to feed the batched data to the model in the epoch loop.

Deep Learning 329

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Marktechpost

NOVEMBER 16, 2024

Introduction to Computer Vision and Image Processing This course introduces beginners to the exciting field of Computer Vision, covering image processing, classification, and object detection using Python, OpenCV, and Pillow. Introduction to Computer Vision This course provides an advanced introduction to computer vision and image processing.

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Analytics Vidhya

SEPTEMBER 6, 2021

This article was published as a part of the Data Science Blogathon Introduction: Artificial Neural Networks (ANN) are algorithms based on brain function and are used to model complicated patterns and forecast issues. The […]. The post Introduction to Artificial Neural Networks appeared first on Analytics Vidhya.

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Analytics Vidhya

NOVEMBER 27, 2021

It is a significant step in the process of decision making, powered by Machine Learning or Deep Learning algorithms. This article was published as a part of the Data Science Blogathon. Statistics plays an important role in the domain of Data Science.

Deep Learning 341

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Unite.AI

OCTOBER 27, 2024

The framework enables developers to build, train, and deploy machine learning models entirely in JavaScript, supporting everything from basic neural networks to complex deep learning architectures. The framework's tokenization and stemming algorithms support multiple languages, making it valuable for international applications.

Neural Network 162

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Towards AI

JANUARY 29, 2025

Generative AI is powered by advanced machine learning techniques, particularly deep learning and neural networks, such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). Programming Languages: Python (most widely used in AI/ML) R, Java, or C++ (optional but useful) 2.

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Analytics Vidhya

NOVEMBER 1, 2021

Deep learning algorithms can have huge functional uses when provided with quality data to sort through. This article was published as a part of the Data Science Blogathon Introduction In this article, we will cover everything from gathering data to preparing the steps for model training and evaluation.

Deep Learning 319

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Analytics Vidhya

FEBRUARY 17, 2020

Introduction Convolutional neural networks (CNN) – the concept behind recent breakthroughs and developments in deep learning. The post Learn Image Classification on 3 Datasets using Convolutional Neural Networks (CNN) appeared first on Analytics Vidhya. CNNs have broken the mold and ascended the.

Convolutional Neural Networks 400

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Analytics Vidhya

DECEMBER 14, 2020

Introduction: Hi everyone, recently while participating in a Deep Learning competition, I. This article was published as a part of the Data Science Blogathon. The post An Approach towards Neural Network based Image Clustering appeared first on Analytics Vidhya.

Neural Network 392

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Analytics Vidhya

JULY 25, 2022

It uses Machine Learning-based Model Algorithms and Deep Learning-based Neural Networks for its implementation. […]. The post YOLO: An Ultimate Solution to Object Detection and Classification appeared first on Analytics Vidhya.

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Marktechpost

MAY 5, 2024

Additionally, Python has emerged as the primary language for various ML tasks. This article outlines the top ML courses in Python, offering readers the opportunity to enhance their skill set, transition careers, and meet the expectations of recruiters. and evaluating the same.

Machine Learning 119

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Towards AI

AUGUST 29, 2023

This story explores automatic differentiation, a feature of modern Deep Learning frameworks that automatically calculates the parameter gradients during the training loop. The story introduces this technology in conjunction with practical examples using Python and C++. What is the relevance of autodiff?

Deep Learning 98

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Analytics Vidhya

FEBRUARY 10, 2020

Overview Convolutional neural networks (CNNs) are all the rage in the deep learning and computer vision community How does this CNN architecture work? We’ll. The post Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs) appeared first on Analytics Vidhya.

Convolutional Neural Networks 343

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 343

Analytics Vidhya

OCTOBER 28, 2021

Deep learning algorithms can have huge functional uses when provided with quality data to sort through. This article was published as a part of the Data Science Blogathon Introduction In this article, we will cover everything from gathering data to preparing the steps for model training and evaluation.

Deep Learning 271

Deep Learning Data Science Algorithm Python 271

AWS Machine Learning Blog

OCTOBER 24, 2024

Alternatives to Rekognition people pathing One alternative to Amazon Rekognition people pathing combines the open source ML model YOLOv9 , which is used for object detection, and the open source ByteTrack algorithm, which is used for multi-object tracking. pip install opencv-python ultralytics !pip cvtColor(frame, cv2.COLOR_RGB2BGR)

Python 113

Python Algorithm Computer Vision Deep Learning 113

Analytics Vidhya

OCTOBER 20, 2021

we are now at a point where deep learning and neural networks are so powerful that can […]. This article was published as a part of the Data Science Blogathon There are many ways a machine can be taught to generate an output on unseen data. The technological advancement in different sectors has left everyone shocked.

Neural Network 379

Neural Network Deep Learning Data Science Computer Vision 379

Unite.AI

AUGUST 27, 2024

C++, Python, Java, and Rust each have distinct strengths and characteristics that can significantly influence the outcome. Python Guido van Rossum developed Python in the late 1980s, emphasizing simplicity and readability. Python's framework is built to simplify AI development, making it accessible to both beginners and experts.

Python 130

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Analytics Vidhya

JUNE 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The various deep learning methods use data to train neural. The post Image Processing using CNN: A beginners guide appeared first on Analytics Vidhya.

Deep Learning 319

Deep Learning Data Science Algorithm Python 319

Marktechpost

NOVEMBER 16, 2023

Thanks to developments in deep learning approaches, the capability of image analysis algorithms has been greatly enhanced. As a result of improvements in data storage, processing speed, and algorithm quality, larger samples have been used in radiological research. If you like our work, you will love our newsletter.

Deep Learning 140

Deep Learning Data Scientist Algorithm Python 140

Towards AI

JANUARY 31, 2025

Explaining a black box Deep learning model is an essential but difficult task for engineers in an AI project. Lets explore how to use the OmniXAI package in Python to examine and understand how an AI model makes decisions. Author(s): Chien Vu Originally published on Towards AI. This member-only story is on us.

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Marktechpost

MAY 15, 2024

In the vast world of data science, countless tools are available to help analysts and researchers make sense of data and build powerful machine-learning models. Here are the ten great Python packages that can significantly enhance your workflow. PyCaret : PyCaret is a game-changer for machine learning workflows.

Data Science 123

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Marktechpost

MARCH 28, 2024

Deep Learning (Adaptive Computation and Machine Learning series) This book covers a wide range of deep learning topics along with their mathematical and conceptual background. It also provides information on the different deep learning techniques used in various industrial applications.

Artificial Intelligence 142

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Analytics Vidhya

APRIL 23, 2023

deep learning), so you can […] The post Unveiling Power of Filters in Medical X-ray Image Processing appeared first on Analytics Vidhya. Still, we all do image processing in our daily life, like blurring, cropping, de-noising, and also adding different filters to enhance an image before uploading it to social media.

Deep Learning 302

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