PinnedFrançois PorcherHow to live longer and healthier lives? (Outlive by Peter Attia)Exploring “Outlive” by Peter Attia — A Guide to Thriving at Any Age·15 min read·Mar 21, 2024----
PinnedFrançois PorcherinTowards Data ScienceA comprehensive guide of Distributed Data Parallel (DDP)A comprehensive guide on how to speed up the training of your models with Distributed Data Parallel (DDP)·12 min read·Oct 30, 2023--3--3
PinnedFrançois PorcherinTowards Data ScienceDETR (Transformers for Object Detection)Deep Dive and clear explanations on the paper “End to end detection with transformers”·8 min read·Oct 7, 2023----
PinnedFrançois PorcherinTowards Data ScienceThe Ultimate Guide to nnU-Net for State of the Art Image SegmentationA theoretical and practical guide on how to use nnU-Net for Computer Vision and Semantic Image Segmentation and deliver SOTA performance.·13 min read·Aug 2, 2023--4--4
PinnedFrançois PorcherinTowards Data ScienceA Gentle Introduction to Bayesian Deep LearningExplore the intersection of Bayesian statistics and Deep Learning, its advantages and limitations in this easy guide·8 min read·Jul 26, 2023--5--5
François PorcherinTowards Data ScienceThe A-Z of Transformers: Everything You Need to KnowEverything you need to know about Transformers, and how to implement them·16 min read·Oct 25, 2023----
François PorcherinTowards Data ScienceEntropy based Uncertainty PredictionThis article explores how Entropy can be employed as a tool for uncertainty estimation in image segmentation tasks. We will walk through…·7 min read·Sep 2, 2023--2--2
François PorcherinAI MindHow to use Weights and Biases?A full tutorial on how to track your data science experiments with W&B·5 min read·Aug 21, 2023----
François PorcherinTowards Data ScienceHow to send a SLURM job to a Cluster?A tutorial on how to send SLURM jobs to a cluster, especially for deep learning and data science·8 min read·Aug 21, 2023----
François PorcherinTowards Data ScienceV-Net, U-Net’s big brother in Image SegmentationWelcome to this guide about the V-Net, the cousin of the well known U-Net, for 3D images segmentations. You will know it inside out!·8 min read·Jul 28, 2023--2--2