Michael GrunerApr 2315 minTUTORIALSMean Average Precision (mAP) and other Object Detection MetricsA walkthrough of mAP and other object detection quality metrics.
Michael GrunerJan 54 minPAPER DIGESTImproving Detection Performance with SAHI and Tiled PredictionsDiscover how SAHI and tiled predictions can significantly improve detection performance, especially for small objects in high-resolution ima
Michael GrunerNov 11, 20232 minTUTORIALSHow to Enable Plots Visualization on MMAction2A step by step guide on how to enable plots visualization on MMAction2 trainings.
Michael GrunerOct 10, 202319 minTUTORIALSA Practical Data Version Control (DVC) Tutorial for Machine LearningA tutorial on how to use DVC to manage and version reproducible machine learning projects.
Michael GrunerOct 5, 20232 minTUTORIALSPyEnv: Simple Python Version ManagementA practical guide on handling Python versions with PyEnv.
Michael GrunerMar 28, 202310 minTUTORIALSDeveloping Machine Learning Projects with Data Version Control (DVC)The first in a series on how to build machine learning projects with DVC. Part 1: The Need for DVC.