PinnedShuvam Dasindeepkapha notesMetrics Mystery: Exploring SCG and CCG for Image Model EvaluationWell, we all have worked with image-oriented models, like Dense Net architectures and all. However, a problem that we all face during such…Apr 12Apr 12
PinnedShuvam Dasindeepkapha notesUnveiling the Power of DELF and TensorFlow Hub in Image Analysis: A Comprehensive ExplorationWell, many people might not know about DELF, but it is an amazing tool for image retrieval and feature extraction.Mar 24Mar 24
Shuvam Dasindeepkapha notesLEC 02: Mastering Linear Classification, Loss Functions, and Optimization for Efficient Image…Welcome to the third lecture of our series on image classification! In the previous lecture, we explored the K-Nearest Neighbors (k-NN)…Sep 30Sep 30
Shuvam Dasindeepkapha notesLEC 01: Image Classification Pipeline.In this lecture, we discuss image classification using Nearest Neighbor and K-NN, and their limitations.Sep 29Sep 29
Shuvam Dasindeepkapha notesLEC 00: A brief introduction to CNN for Visual Recognition.Introduction: Kicking Off a Journey in Computer VisionSep 28Sep 28
Shuvam Dasindeepkapha notesWeather Prediction using storm images (Part 3: Hyperparameter tuning and kernel testing)Gaussian Process Regression: Fitting and PredictingApr 19, 2023Apr 19, 2023
Shuvam Dasindeepkapha notesWeather Prediction using storm images (Part 2: Model training and feature training)ModelApr 11, 2023Apr 11, 2023
Shuvam Dasindeepkapha notesWeather Prediction using storm images (Part 1: Problem statement and dataset discussion)Aim: Enhancing Storm Prediction Accuracy through Satellite Image-Based Wind Speed Forecasting using Gaussian Process RegressorApr 2, 2023Apr 2, 2023
Shuvam Dasindeepkapha notesImplementation of ResNet Architecture for CIFAR-10 and CIFAR-100 Datasets.Introduction:Mar 27, 2023Mar 27, 2023
Shuvam Dasindeepkapha notesImplementing DenseNet-121 in PyTorch: A Step-by-Step GuideThis article explains the DenseNet architecture, a convolutional neural network (CNN), and how to implement it in a step by step way.Mar 19, 2023Mar 19, 2023