GoogLeNet / Inception Net: Understanding the Historical Development of a Key Technology: CNN
GoogLeNet / Inception Net : AI, as a scientific sphere, has expanded in recent years, and one of the principal achievements is the practice of deep learning. Machine learning particularly, Deep learning entails the use ...
Read moreVGG Neural Network Architecture : The Next Step After AlexNet
A Comprehensive Guide VGG Neural Network Architecture : The landscape of deep learning has seen significant changes over the last 10 years, especially due to the breakthrough advances in neural network architectures. From those, the Visual ...
Read moreTransfer Learning and Fine Tuning in Deep Learning
The Cornerstones of Modern AI Transfer Learning and Fine Tuning in Deep learning has become a revolutionary impact in the growing world of artificial intelligence, changing a multitude of industries, from medicine to entertainment. Two, ...
Read moreAlexNet CNN Architecture
Exploring AlexNet CNN Architecture: A Game-Changer in Machine Learning Structure of Convolutional Neural Network (CNN) Convolutional Neural Network (CNN) built upon AlexNet is a landmark in the evolution of the world of Artificial Intelligence and ...
Read moreThe Origin of CNN – LeNet (CNN) architecture
Exploring LeNet Architecture: The Pioneer of Convolutional Neural Networks in Machine Learning Machine learning has enjoyed tremendous progress over the years, but arguably the most significant development is the introduction of Convolutional Neural Networks (CNNs). ...
Read moreConvolutional Neural Network (CNN)-Deep Learning- For Computer Vision
Convolutional Neural Network (CNN) A Deep Dive into the Heart of Machine Learning Convolutional Neural Network (CNN) As the basis of existing technology development, which is of active evolution, machine learning has transformed into the ...
Read moreUnderstanding the Artificial Neural Network(ANN)
Understanding Artificial Neural Networks (ANNs): A Comprehensive Guide to the Future of Machine Learning Research area of artificial intelligence (AI) has recently been greatly affected by machine learning and, owing to the greatest invention achieved ...
Read moreSupport Vector Machine Algorithm in ML
A Complete Guide Support Vector Machines(SVM) has played an irreplaceable role in the machine learning community, with which, an effective, efficient and powerful method is adopted to develop the solution for the classification and regression ...
Read moreDBSCAN Clustering Algorithm in ML
DBSCAN Clustering Terminologies must to know:1.Minpoints 2.Core points 3.Border Points 4.Noise points 5.Epsilon DBSCAN Clustering DBSCAN Clustering-Steps involved in DBSCAN clustering algorithm1.Choose any point p randomly2.Identify all density reachable points from p with ε and ...
Read moreHierarchical Clustering Algorithm in ML
Hierarchical Clustering-How Hierarchical Algorithm Work:-1.The data points are assigned as a single point clusters2.Find the closets or similar pair of clusters to merge them into one clusters3. identifying the two closest clusters, use the linkage ...
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