PinnedShuvam DasMetrics 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 DasUnveiling 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 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
Shuvam Dasindeepkapha notesPV Solar module anomaly detection interactive applicationUtilizing Different Libraries in Python to Perform a Specific TaskMar 14, 2023Mar 14, 2023
Shuvam Dasindeepkapha notesOptimization Algorithms and Interactive Visualization (Part 2)Defining the Adamax optimization algorithm for numerical optimization in Python. (Equation explanation)Mar 13, 2023Mar 13, 2023
Shuvam Dasindeepkapha notesOptimization Algorithms and Interactive Visualization (Part 1)Algorithms for optimizationMar 7, 20231Mar 7, 20231