Thalles SilvainTowards Data ScienceA Few Words on Representation LearningHow can we learn good representations without relying on human-annotated data?Mar 10, 2021Mar 10, 2021
Thalles SilvainTowards Data ScienceUnderstanding Linear Regression using the Singular Value DecompositionAn introduction to the SVD and how we can use it to solve linear regression problems.Oct 12, 2020Oct 12, 2020
Thalles SilvainTowards Data ScienceExploring SimCLR: A Simple Framework for Contrastive Learning of Visual RepresentationsWith a PyTorch Implementation of SimCLR from scratchFeb 23, 20203Feb 23, 20203
Thalles SilvainTowards Data ScienceSelf-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 modelsJan 7, 2020Jan 7, 2020
Thalles SilvainTowards Data ScienceHow to Add Regularization to Keras Pre-trained Models the Right WayRegularizing pre-trained Keras models using Tensorflow 2.0Nov 26, 2019Nov 26, 2019
Thalles SilvainTowards Data ScienceHow to code Gaussian Mixture Models from scratch in PythonGMMs and Maximum Likelihood Optimization Using NumPySep 3, 20197Sep 3, 20197
Thalles SilvainTowards Data ScienceImage 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…Jul 26, 20191Jul 26, 20191
Thalles SilvainTowards Data ScienceEverything you need to know about TensorFlow 2.0Keras-APIs, SavedModels, TensorBoard, Keras-Tuner and more.Jun 26, 20191Jun 26, 20191
Thalles SilvainHackerNoon.comAn 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.Jun 19, 2019Jun 19, 2019
Thalles SilvainTowards Data ScienceLogistic Regression: The good partsBinary and Multiclass Logistic Regression with GD and Newton’s MethodFeb 5, 20191Feb 5, 20191