PinnedKartik ChaudharyinTowards Data ScienceUnderstanding Audio data, Fourier Transform, FFT, Spectrogram and Speech RecognitionAn introduction to audio data analysis (sound analysis) using pythonJan 19, 202013Jan 19, 202013
PinnedKartik ChaudharyinTowards Data ScienceBoosting your Sequence Generation Performance with ‘Beam-search + Language model’ decodingwhen, why and how of beam-search and LM decodingMar 11, 20201Mar 11, 20201
PinnedKartik ChaudharyinGame of BitsHow to deal with Imbalanced data in classification?Common ML techniques for handling Imbalanced dataSep 23, 20232Sep 23, 20232
Kartik ChaudharyinGoogle Cloud - CommunityUnlocking Video Insights: Extract Thumbnails with Captions using Gemini 1.5 ProA step-by-step guide to extract thumbnails for a video using Gemini multimodal capabilitiesSep 23Sep 23
Kartik ChaudharyinGame of BitsAdversarial Examples and Defence Mechanisms against themUnderstanding Adversarial Examples and Defence MechanismsApr 16Apr 16
Kartik ChaudharyinGame of BitsUnderstanding Failure Modes of GAN TrainingMode Collapse and Convergence Failure of Generative Adversarial NetworksApr 8Apr 8
Kartik ChaudharyinGame of BitsImage Synthesis using Pixel CNN based Autoregressive Generative ModelImplementing Pixel CNN for Handwritten Digit Image GenerationFeb 17Feb 17
Kartik ChaudharyinGame of BitsUnderstanding Generative Learning for Computer VisionA Gentle Introduction to Generative Learning ModelsFeb 71Feb 71
Kartik ChaudharyinGame of BitsDenoising AutoEncoders can reduce noise in imagesDeveloping denoising autoencoders with keras and TensorFlowNov 22, 2023Nov 22, 2023
Kartik ChaudharyinGame of BitsWhat are AutoEncoders in Deep LearningDevelop AutoEncoders with Keras and TensorFlowNov 18, 2023Nov 18, 2023