François Porcher – Medium

François Porcher

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François Porcher

How to live longer and healthier lives? (Outlive by Peter Attia)

Exploring “Outlive” by Peter Attia — A Guide to Thriving at Any Age

Mar 21

How to live longer and healthier lives? (Outlive by Peter Attia)

Mar 21

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François Porcher
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Towards Data Science

A 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)

Oct 30, 2023

A comprehensive guide of Distributed Data Parallel (DDP)

Oct 30, 2023

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François Porcher
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Towards Data Science

DETR (Transformers for Object Detection)

Deep Dive and clear explanations on the paper “End to end detection with transformers”

Oct 7, 2023

DETR (Transformers for Object Detection)

Oct 7, 2023

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François Porcher
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Towards Data Science

The Ultimate Guide to nnU-Net for State of the Art Image Segmentation

A theoretical and practical guide on how to use nnU-Net for Computer Vision and Semantic Image Segmentation and deliver SOTA performance.

Aug 2, 2023

The Ultimate Guide to nnU-Net for State of the Art Image Segmentation

Aug 2, 2023

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François Porcher
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Towards Data Science

A Gentle Introduction to Bayesian Deep Learning

Explore the intersection of Bayesian statistics and Deep Learning, its advantages and limitations in this easy guide

Jul 26, 2023

A Gentle Introduction to Bayesian Deep Learning

Jul 26, 2023

François Porcher
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Towards Data Science

The A-Z of Transformers: Everything You Need to Know

Everything you need to know about Transformers, and how to implement them

Oct 25, 2023

The A-Z of Transformers: Everything You Need to Know

Oct 25, 2023

François Porcher
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Towards Data Science

Entropy based Uncertainty Prediction

This article explores how Entropy can be employed as a tool for uncertainty estimation in image segmentation tasks. We will walk through…

Sep 2, 2023

Entropy based Uncertainty Prediction

Sep 2, 2023

François Porcher
in
AI Mind

How to use Weights and Biases?

A full tutorial on how to track your data science experiments with W&B

Aug 21, 2023

How to use Weights and Biases?

Aug 21, 2023

François Porcher
in
Towards Data Science

How 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

Aug 21, 2023

How to send a SLURM job to a Cluster?

Aug 21, 2023

François Porcher
in
Towards Data Science

V-Net, U-Net’s big brother in Image Segmentation

Welcome 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!

Jul 28, 2023

V-Net, U-Net’s big brother in Image Segmentation

Jul 28, 2023

François Porcher

François Porcher

AI Research Scientist at Meta | UC Berkeley X Cambridge | https://github.com/FrancoisPorcher | https://twitter.com/foporcher

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