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37 followers · 9 following · 71

Highlights

  • Arctic Code Vault Contributor
frgfm/README.md

Hello there

I'm F-G (short for François-Guillaume 🇫🇷), a Deep Learning engineer specialized in Computer Vision.

Current stack

  • What I mostly work with: Python C++ Bash R SQL PyTorch TensorFlow

  • What I mostly work on: OS OS

  • How I write fancy equations: LaTeX

  • Where I share my work: GitHub

  • How I serve my applications: Docker Django Cloud Cloud

  • And what I play around with: Raspberry Pi

Coming soon

CUDA Swift , JAX, Julia

Hobbies

  • What I actually do on my spare time: 🏉 🎹 📷
  • What I wish I could do more often: 🏄 🎿

FG's github stats

Pinned

  1. Holocron

    PyTorch implementations of recent Computer Vision tricks

    Python 84 24

  2. pyronear/pyro-vision

    Wildfire detection system with minimal deployment cost

    Python 19 14

  3. torch-scan

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

    Python 33 2

  4. torch-cam

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

    Python 166 20

  5. dl-playground

    Exercises & challenges for aspiring deep learners

    Jupyter Notebook 9 8

  6. drone-swarm

    Simulation of swarm behaviour

    C++ 6 5

1,272 contributions in the last year

Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Mon Wed Fri
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Activity overview
Contributed to frgfm/Holocron, pyronear/pyro-api, frgfm/torch-scan and 5 other repositories

Contribution activity

December 2020

Created 49 commits in 6 repositories

Created a pull request in pyronear/pyro-api that received 3 comments

feat: Added integrity check and optimized bucket interactions

Following up on #94, this PR introduces a few features related to media/bucket interactions: removed legacy BucketService classes (if we add suppo…

+230 −164 • 3 comments
Opened 13 other pull requests in 4 repositories
pyronear/pyro-api
8 merged
pyronear/pyro-platform
3 merged
frgfm/PokeGAN
1 merged
pyronear/pyro-risks
1 merged
Reviewed 18 pull requests in 6 repositories
pyronear/pyro-api 9 pull requests
pyronear/pyro-risks 3 pull requests
frgfm/Holocron 2 pull requests
pyronear/pyro-platform 2 pull requests
pyronear/pyro-vision 1 pull request
pyronear/pyro-engine 1 pull request

Created an issue in pyronear/pyro-risks that received 5 comments

[test] Unittests need to be optimized for faster execution

Since #25, several datasets are not fetched directly from their source APIs. However, the corresponding unittests increased the CI check duration t…

0 of 3 • 5 comments
Opened 11 other issues in 5 repositories
30 contributions in private repositories Dec 10 – Dec 17

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