Flame Guardian: Developing a Deep Learning-Based Fire Detection System
Analytics Vidhya
JULY 25, 2024
Early detection is crucial, and “Flame Guardian,” a deep learning-powered fire detection system, aims to make a life-saving difference.
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Analytics Vidhya
JULY 25, 2024
Early detection is crucial, and “Flame Guardian,” a deep learning-powered fire detection system, aims to make a life-saving difference.
insideBIGDATA
APRIL 11, 2023
One of my favorite learning resources for gaining an understanding for the mathematics behind deep learning is "Math for Deep Learning" by Ronald T. If you're interested in getting quickly up to speed with how deep learning algorithms work at a basic level, then this is the book for you.
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Demystifying DAPs: A Practical Guide to Digital Adoption Success
Analytics Vidhya
MARCH 28, 2024
Deep learning is a powerful tool of artificial intelligence that’s changing many things. It is essential to have a good knowledge of Deep Learning, if you are aiming to make a career in AI. To make your life easy, we have made a list of some common Deep Learning ebooks, that you must read.
Analytics Vidhya
APRIL 24, 2024
Introduction Ever felt overwhelmed by the jargon of deep learning? further in this article, we will explore 100 essential deep learning terms, making complex ideas approachable and empowering you to […] The post 100 Deep Learning Terms Explained appeared first on Analytics Vidhya.
Machine Learning Mastery
JULY 9, 2024
Deep learning is a subset of machine learning that has become a cornerstone in many technological breakthroughs. At the core of deep learning, it’s a model inspired by the human brain, which we call a neural network.
Analytics Vidhya
JUNE 25, 2024
Deep Learning […] The post Nvidia’s DLSS: Deep Learning Super Sampling appeared first on Analytics Vidhya. This is mainly because of the AI boom and demand for AI chips. Their high-performance GPUs are well-known. These GPUs have had a significant influence on gaming and artificial intelligence.
Analytics Vidhya
JUNE 14, 2024
PyTorch and Tensorflow have similar features, integrations, […] The post PyTorch vs TensorFlow: Which is Better for Deep Learning? Although there are several frameworks, PyTorch and TensorFlow emerge as the most famous and commonly used ones. appeared first on Analytics Vidhya.
Analytics Vidhya
NOVEMBER 18, 2022
Deep Learning Overview Deep Learning is a subset of Machine Learning. Deep Learning is established on Artificial Neural Networks to mimic the human brain. In deep learning, we add several hidden layers to gather the most minute details to learn the data for […].
KDnuggets
OCTOBER 13, 2023
A new deep learning framework built entirely in Rust that aims to balance flexibility, performance, and ease of use for researchers, ML engineers, and developers.
Hacker News
JULY 24, 2024
If you're a graphics dev looking to understand more about deep learning, this blog introduces the basic principles in a graphics dev context.
Analytics Vidhya
JANUARY 29, 2024
Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. We use methods like turning images or flipping them to make our model learn better. But our datasets are becoming more complicated. That’s where data augmentation steps in.
Analytics Vidhya
JANUARY 17, 2024
Determination of the type of soil that has the clay, sand, and silt particles in the respective proportions is important for suitable crop selection […] The post Agriculture & Deep Learning: Improving Soil & Crop Yields appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 25, 2022
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. Deep learning can show these connections and possibilities. […]. The world is interconnected.
Analytics Vidhya
JANUARY 21, 2024
Introduction In the rapidly evolving field of data science, the demand for skilled professionals well-versed in deep learning is at an all-time high. Whether you are a seasoned data scientist […] The post Top 30 Deep Learning Interview Questions for Data Scientists appeared first on Analytics Vidhya.
Analytics Vidhya
MARCH 1, 2024
One solution […] The post Building a Deep Learning-based Food Quality Detector appeared first on Analytics Vidhya. Customers expect fresh food; if they receive spoiled items, they appreciate a refund or discount voucher. However, manually determining food freshness is cumbersome for customers and company staff.
Machine Learning Mastery
FEBRUARY 14, 2023
A deep learning model in its simplest form are layers of perceptrons connected in tandem. In PyTorch, there are many […] The post Using Activation Functions in Deep Learning Models appeared first on MachineLearningMastery.com.
Analytics Vidhya
APRIL 5, 2023
TensorFlow is an open-source framework used for building and training machine […] The post Deep Learning for Image Segmentation with TensorFlow appeared first on Analytics Vidhya. This task is important for applications such as object detection, image recognition, and autonomous driving.
Analytics Vidhya
JUNE 8, 2023
Introduction to Deep Learning Deep learning is a branch of artificial intelligence (AI) that teaches neural networks to learn and reason. Its capacity to resolve complicated issues and deliver cutting-edge performance in various sectors has attracted significant interest and appeal in recent years.
Analytics Vidhya
APRIL 16, 2024
In the meantime, reading inspirational books, […] The post Here’s How You can Self Study for Deep Learning appeared first on Analytics Vidhya. Many struggle with where to begin or how to stay on track when starting a new endeavor.
Analytics Vidhya
JUNE 20, 2022
Introduction The loss function is very important in machine learning or deep learning. let’s say you are working on any problem and you have trained a machine learning model on the dataset and are ready to put it in front of your client. […].
Machine Learning Mastery
APRIL 24, 2023
Last Updated on May 1, 2023 Predictive modeling with deep learning is a skill that modern developers need to know. PyTorch is the premier open-source deep learning framework developed and maintained by Facebook.
KDnuggets
JUNE 13, 2022
Gain a beginner's perspective on artificial neural networks and deep learning with this set of 14 straight-to-the-point related key concept definitions.
Analytics Vidhya
NOVEMBER 7, 2022
Introduction Deep learning is a branch of machine learning inspired by the brain’s ability to learn. It is a data-driven approach to learning that can automatically extract features from data and build models to make predictions. Deep learning has revolutionized many areas of […].
Analytics Vidhya
DECEMBER 14, 2023
Introduction Gradient-weighted Class Activation Mapping is a technique used in deep learning to visualize and understand the decisions made by a CNN. This groundbreaking technique unveils the hidden decisions made by CNNs, transforming them from opaque models into transparent storytellers.
Analytics Vidhya
APRIL 14, 2023
Introduction Fashion has not received much attention in AI, including Machine Learning, Deep Learning, in different sectors like Healthcare, Education, and Agriculture. This is because fashion is not considered a critical field; consider this a fun project!
Analytics Vidhya
DECEMBER 28, 2023
Their revolutionary approach utilizes explainable deep learning to identify compounds capable of combating […] The post Deep Learning Used to Discover Antibiotics to Combat Drug-Resistant Bacteria appeared first on Analytics Vidhya.
Analytics Vidhya
JULY 25, 2022
Introduction Deep learning has paved its roots much more decisively in our daily lives. Similarly, deep learning has also evolved in […]. The post Building a Brain Tumor Classifier using Deep Learning appeared first on Analytics Vidhya.
Analytics Vidhya
MARCH 18, 2024
These sudden ejections of energy from the sun’s surface can cause disturbances in our satellites, GPS communications, and […] The post How Can Deep Learning Be Applied to Predict Solar Flares? .” These solar flares have made our scientists and astronomers wonder for decades now. appeared first on Analytics Vidhya.
KDnuggets
MAY 30, 2023
In this tutorial, learn how to perform a deep learning task in R.
KDnuggets
APRIL 2, 2024
Dive into the 50 most popular deep-learning questions to get you ready for your interview.
Analytics Vidhya
AUGUST 11, 2022
The post Dropout Regularization in Deep Learning appeared first on Analytics Vidhya. Introduction When you go out to buy a shirt for yourself, you will not buy something which is very fit for your body because then if you eat pizza or biryani and if you become fat it will not be convenient you will […].
KDnuggets
OCTOBER 12, 2022
Do you want to learn PyTorch for machine learning and deep learning? Check out this 24 hour long video course with accompanying notes and courseware for free. Did I mention it's free?
Analytics Vidhya
FEBRUARY 25, 2022
The post Search Engines Using Deep Learning appeared first on Analytics Vidhya. An end-to-end guide on building Information Retrieval system using NLP […].
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.
KDnuggets
JULY 14, 2022
Deep learning forms the backbone of modern day artificial intelligence. Learn more about the important aspects of this connection with this freely available course.
Analytics Vidhya
JULY 18, 2023
The complex problems in the world of computers and artificial Intelligence need the aid of deep learning tools. Constant updates on tools and newer perspectives to deal with the problems require hands-on expertise and experience handling deep learning tools.
Analytics Vidhya
MARCH 8, 2022
Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data. Startups and commercial organizations alike are competing to use their valuable data for business growth and customer satisfaction with the help of deep learning […].
Analytics Vidhya
SEPTEMBER 20, 2022
Introduction to Deep Learning Algorithms The goal of deep learning is to create models that have abstract features. The post A Beginner’s Guide to Deep Learning Algorithms appeared first on Analytics Vidhya. As we train […].
Analytics Vidhya
JANUARY 12, 2022
It is primarily used by machine learning practitioners in research and industry for the training and inference of deep neural networks. Instead of building machine learning and deep learning […]. The post Brief Introduction to Tensorflow for Deep Learning appeared first on Analytics Vidhya.
Analytics Vidhya
JUNE 21, 2021
The post Ensemble Deep Learning | An Ensemble of deep learning models! ArticleVideo Book This article was published as a part of the Data Science Blogathon Hello There, This blog has an example of an ensemble of. appeared first on Analytics Vidhya.
Analytics Vidhya
JANUARY 24, 2022
Introduction to Deep Learning Artificial Intelligence, deep learning, machine learning?—?whatever The post Introductory note on Deep Learning appeared first on Analytics Vidhya. whatever you’re doing if you don’t understand it?—?learn Because otherwise you’re going to be a dinosaur within 3 years.
Analytics Vidhya
MARCH 16, 2022
Hello all, welcome to a wonderful article where we will be exploring learnings for audio and sound classification using Machine learning and deep learning. The post Implementing Audio Classification Project Using Deep Learning appeared first on Analytics Vidhya.
Analytics Vidhya
FEBRUARY 24, 2022
Introduction Deep learning is the subfield of machine learning which uses a set of neurons organized in layers. A deep learning model consists of three layers: the input layer, the output layer, and the hidden layers. Deep learning offers several advantages over popular machine […].
Analytics Vidhya
JULY 5, 2022
Introduction An important application of deep learning and artificial intelligence is image classification. The post Building a Deep Learning Image Classifier with Keras using R appeared first on Analytics Vidhya.
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