InTDS ArchivebyThalles Silva·Mar 10, 2021A Few Words on Representation LearningHow can we learn good representations without relying on human-annotated data?
InTDS ArchivebyThalles Silva·Oct 12, 2020Understanding Linear Regression using the Singular Value DecompositionAn introduction to the SVD and how we can use it to solve linear regression problems.
InTDS ArchivebyThalles Silva·Feb 23, 2020Exploring SimCLR: A Simple Framework for Contrastive Learning of Visual RepresentationsWith a PyTorch Implementation of SimCLR from scratchA response icon3A response icon3
InTDS ArchivebyThalles Silva·Jan 7, 2020Self-Supervised Learning and the Quest for Reducing Labeled Data in Deep LearningNotes on the current state of deep learning and how self-supervision may be the answer to more robust models
InTDS ArchivebyThalles Silva·Nov 26, 2019How to Add Regularization to Keras Pre-trained Models the Right WayRegularizing pre-trained Keras models using Tensorflow 2.0
InTDS ArchivebyThalles Silva·Sep 3, 2019How to code Gaussian Mixture Models from scratch in PythonGMMs and Maximum Likelihood Optimization Using NumPyA response icon7A response icon7
InTDS ArchivebyThalles Silva·Jul 26, 2019Image Panorama Stitching with OpenCVImage stitching is one of the most successful applications in Computer Vision. Nowadays, it is hard to find a cell phone or an image…A response icon1A response icon1
InTDS ArchivebyThalles Silva·Jun 26, 2019Everything you need to know about TensorFlow 2.0Keras-APIs, SavedModels, TensorBoard, Keras-Tuner and more.A response icon1A response icon1
InHackerNoon.combyThalles Silva·Jun 19, 2019An Introduction to Morphological Operations for Digital Image Text ClassificationBefore you begin, make sure to follow the article using the Colab notebooks for LineCount and WordCount.
InTDS ArchivebyThalles Silva·Feb 5, 2019Logistic Regression: The good partsBinary and Multiclass Logistic Regression with GD and Newton’s MethodA response icon1A response icon1
