Miguel MéndezUnderstanding MOT MetricsComparing MOTA, IDF1, and HOTA for Multi-Object Tracking EvaluationSep 1Sep 1
Miguel MéndezA Guide to Horizontal Pod AutoscalerUnderstand and visualize how Kubernetes HPA works with a real world exampleApr 30Apr 30
Miguel MéndezExploring Transformer-Based Methods in Video Instance SegmentationA comparison of the latest research and innovations in Video Instance SegmentationApr 17Apr 17
Miguel MéndezBuilding an Efficient Docker Image with Poetry and PyTorchThe goal of this post is straightforward: to guide you through the creation of a Docker image equipped with Poetry for dependency…Mar 12Mar 12
Miguel MéndezNFL Field Mapping: A Journey Through Sports Analytics and HomographyA Computer Vision webapp to map NFL game images to their real-world coordinatesFeb 71Feb 71
Miguel MéndezDeploying MLFlow in AWS with TerraformTraining and deploying machine learning models is a complex process. There are lots of steps involved — think data prep, model training…Dec 7, 2023Dec 7, 2023
Miguel MéndezMulti-Object Tracking by Detection: A Comprehensive GuideExploring the Advancements and Accuracy in Multi-Object Tracking TechnologiesNov 8, 2023Nov 8, 2023
Miguel MéndezUsing Ansible and Python to monitor my serversI have been in charge of my team’s computational servers for about a year. I am far from being an expert in this field and most of the…Sep 24, 2021Sep 24, 2021
Miguel MéndezDVC + MMdetectionA guide to train, monitor, compare and evaluate your pytorch object detection modelsAug 30, 2021Aug 30, 2021
Miguel MéndezExport to Github Cache with Docker BuildxWe can finally use Docker buildx cache-to gha with build-push action and it is blazingly fast!Jul 21, 2021Jul 21, 2021