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@dataforgoodfr @pyronear
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frgfm/README.md

Hello there

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

About me 👈
  • 👨‍🦱 I'm a Deep Learning Engineer (primarily Computer Vision) @Mindee & a volunteer @PyroNear
  • ❤️ I'm passionate about open source, machine perception, astrophysics & environment protection
  • 🌱 Currently learning about 3D modeling & physics simulation
  • 😄 What I actually do on my spare time 🏉 🎹 📷
  • 👀 What I wish I could do more often 🏄 ⛷️

Tech stack 💻

  • What I mostly work with:

    • Programming languages: Python C++ Bash CUDA SQL R
    • Libraries & frameworks: PyTorch TensorFlow NumPy OpenCV Pandas Plotly Streamlit Gradio

  • What I mostly work on: Ubuntu Windows Raspberry Pi

  • How I write fancy equations: LaTeX

  • Where I share my work: GitHub Hugging Face Spaces

  • How I serve my applications: Docker FastAPI Cloud Cloud

  • Coming soon: JAX Unity JavaScript Vue.js Go Swift

FG's github stats

Pinned

  1. Holocron Public

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

    Python 183 41

  2. 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 825 83

  3. pyronear/pyro-vision Public

    Computer vision library for wildfire detection

    Python 36 21

  4. torch-scan Public

    Useful information about PyTorch modules (FLOPs, MACs, receptive field, etc.)

    Python 90 9

  5. dl-playground Public

    Exercises & challenges for aspiring deep learners

    Jupyter Notebook 10 8

  6. drone-swarm Public

    Simulation of swarm behaviour

    C++ 7 5

666 contributions in the last year

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Activity overview
Contributed to frgfm/Holocron, frgfm/torch-cam, pytorch/vision and 25 other repositories

Contribution activity

May 2022

Created 6 commits in 3 repositories

Created a pull request in frgfm/Holocron that received 1 comment

feat: Added implementation of PolyLoss

This PR introduces the following modifications: adds functional and module implementations of PolyLoss adds it to the documentation and the README a…

+115 −5 • 1 comment
Opened 1 other pull request in 1 repository
frgfm/Holocron 1 merged
1 contribution in private repositories May 2