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203 followers · 16 following

Achievements

Achievement: Galaxy BrainAchievement: Pull Sharkx4Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: YOLOAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor
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Achievements

Achievement: Galaxy BrainAchievement: Pull Sharkx4Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: YOLOAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor
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Highlights

Organizations

@dataforgoodfr @pyronear @PyTorch-DevDay2021 @quack-ai
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frgfm/README.md

Hello there

Hi! I'm F-G (short for François-Guillaume 🇫🇷)

  • 👨‍🦱 I'm a Deep Learning Engineer (Computer Vision & NLP) by day, an Open Source contributor by night 🦇
  • 💼 Currently brewing a company of my own @quack-ai (YC S23), I co-founded the NGO @PyroNear & volunteer @dataforgoodfr
  • ❤️ I'm passionate about open source, machine perception, astrophysics & environment protection
  • 🌱 Currently learning about Front-end
  • 😄 What I actually do in my spare time 🏉 🎹 📷 | What I wish I could do more often 🏄 ⛷️
Tech stack 💻
  • Programming languages: Python JavaScript C++ Bash CUDA SQL
  • Libraries & frameworks: PyTorch TensorFlow NumPy OpenCV Pandas Streamlit Gradio FastAPI Next.js
  • What I mostly work on: Ubuntu Windows Raspberry Pi
  • How I write fancy equations: LaTeX
  • Where I share my work: GitHub Hugging Face Spaces PyPi Anaconda VS Marketplace
  • How I serve my applications: Poetry Yarn Docker AWS OVH Vercel
  • Coming soon: Node JS Unity JAX Go Swift
Stats 📈

FG's github stats FG top languages

Pinned

  1. torch-cam torch-cam Public

    Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

    Python 1.8k 185

  2. mindee/doctr mindee/doctr Public

    docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

    Python 3.1k 371

  3. Holocron Holocron Public

    PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne)

    Python 303 47

  4. torch-scan torch-scan Public

    Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

    Python 202 21

  5. pyronear/pyro-vision pyronear/pyro-vision Public

    Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)

    Python 50 24

  6. quack-ai/companion quack-ai/companion Public

    VSCode coding companion for software teams 🦆 Turn your team insights into a portable plug-and-play context for code generation. Alternative to GitHub Copilot & OpenAI GPT powered by OSS LLMs (Phi 3…

    Python 17 7