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Achievements

Achievement: Pair Extraordinairex3Achievement: Galaxy BrainAchievement: Pull Sharkx4Achievement: QuickdrawAchievement: YOLOAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex3Achievement: Galaxy BrainAchievement: Pull Sharkx4Achievement: QuickdrawAchievement: YOLOAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

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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 🇫🇷)

  • 🚀 Founder of Rimward (YC S23): solar farm security using existing cameras.
  • 🌲 Co-founded Pyronear; previously led research & open source at Mindee
  • 🛠️ PyTorch tools I build: TorchCAM · Holocron · TorchScan
  • 💼 Currently building @rimward_ai, I co-founded the NGO @PyroNear & volunteer @dataforgoodfr
  • ❤️ Open source, machine perception, astrophysics & protecting the environment.
  • 🏉 🎹 📷 regularly · 🏄 ⛷️ not often enough.
Tech stack 💻

  • Languages: Python Go Swift TypeScript Rust Bash

  • Vision: PyTorch NumPy ONNX OpenCV

  • Apps: FastAPI Pydantic Tailwind PostgreSQL React

  • Ship it: Docker AWS OVHcloud Hetzner Cloudflare Tailscale

  • Habitat: macOS Linux Raspberry Pi

Stats 📈

FG top languages

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  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, Finer-CAM, LeGrad, RefineCAM)

    Python 2.3k 232

  2. mindee/doctr mindee/doctr Public

    docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning. Ongoing development and maintenance by t2k.

    Python 6.4k 687

  3. holocron holocron Public

    PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix

    Python 328 47

  4. torch-scan torch-scan Public

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

    Python 222 23

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

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

    Python 65 24