Dedeepya LekkalaMaking Data Simpler with Principal Component Analysis(PCA)In my previous post we’ve already looked at techniques like Feature Extraction and Feature Selection.Now, let’s understand Principal…Jan 251Jan 251
Dedeepya LekkalaUnderstanding Different Activation FunctionsIn my previous post , we looked into significance of activation functions in neural networks and explored why nonlinearity is the secret…Aug 15, 2023Aug 15, 2023
Dedeepya LekkalaPower of Activation Functions: A Beginner’s Guide to Neural Network Building BlocksOver the last sixty years, the field of machine learning, a subset of artificial intelligence, has experienced rapid growth. Research in…Aug 10, 2023Aug 10, 2023
Dedeepya LekkalaDemystifying Occupancy NetworksIntroduction:- In my previous post, we delved into various 3D data representations. We saw the shortcomings of traditional approaches and…Aug 5, 2023Aug 5, 2023
Dedeepya LekkalaFrom Pixels to 3D Shapes: An Overview of 3D Data RepresentationsHave you ever wondered how computers perceive and understand the three-dimensional world around us? From recognizing objects to…Jul 30, 2023Jul 30, 2023
