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F-G Fernandez frgfm

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Deep Learning Engineer by day, Open Source contributor by night 🦇

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frgfm/README.md

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:
- Libraries & frameworks:
What I mostly work on:
How I write fancy equations:
Where I share my work:
How I serve my applications:
Coming soon:

Pinned

Holocron Public

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

Python 224 44
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 930 95
pyronear/pyro-vision Public

Computer vision library for wildfire detection

Python 37 22
torch-scan Public

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

Python 108 13
drone-swarm Public

Simulation of swarm behaviour

C++ 8 6
mindee/doctr Public

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

Python 1.2k 157

1,127 contributions in the last year

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Activity overview

Contributed to frgfm/Holocron, frgfm/torch-cam, pyronear/pyro-vision and 36 other repositories

Contribution activity

July 2022

Created 65 commits in 12 repositories

Created a pull request in pyronear/pyro-platform that received 13 comments

refactor: Refactored project & updated dependencies

This PR introduces the following modifications: updated dependencies after carefully testing them in Docker moved dependency specifiers to pyproje…

+1,425 −979 • 13 comments

Opened 32 other pull requests in 10 repositories

pyronear/pyro-vision 15 merged

ci: Fixed release publish job Jul 20
ci: Added release note template file Jul 18
feat: Improved all model checkpoints and added HF hub loading function Jul 17
feat: Added image prefetching option to Openfire Jul 17
chore: Bumped pylocron version Jul 16
fix: Fixed OpenFire num_samples & image verification Jul 16
feat: Speeds up OpenFire image verification & improves READMEs Jul 16
feat: Updated OpenFire extract Jul 15
feat: Added minimal API template Jul 14
feat: Added a Gradio demo Jul 14
feat: Added new classification checkpoints Jul 14
feat: Updated augmentations for training and disabled codecarbon logger Jul 4
ci: Updated header verification, env collection and docker job Jul 4
docs: Updates documentation and README Jul 4
chore: Updates version specifiers & conda recipe Jul 4

frgfm/Holocron 7 merged

chore: Applied post release modifications Jul 16
fix: Fixed binary classification evaluation Jul 16
fix: Fixed BinaryClassificationTrainer Jul 16
docs: Fixed documentation build Jul 16
fix: Fixed Mixup for binary & one-hot targets Jul 16
feat: Switched API backend to ONNX Jul 14
docs: Fixed README badge and updated documentation Jul 1

pyronear/pyro-api 3 merged

pyronear/pyro-engine 1 merged

fix: Fixed dockerfile Jul 19

pyronear/notebooks 1 merged

feat: Added notebook for classification training Jul 16

frgfm/tech-brewing 1 merged

fix: Fixed reading time resolution Jul 15

pyronear/pyronear.github.io 1 merged

feat: Adds support of multi-language & custom 404 page Jul 6

frgfm/torch-scan 1 merged

docs: Fixed README badge and updated documentation Jul 1

frgfm/torch-cam 1 merged

docs: Fixed README badge and updated documentation Jul 1

frgfm/pypackage-template 1 merged

docs: Fixed README doc badge Jul 1

Reviewed 16 pull requests in 4 repositories

mindee/doctr 7 pull requests

[datasets] revert whitespace filtering and fix svhn reco Jul 20
[FIX] MASTER AMP and onnxruntime issue with master PT Jul 20
[datasets] update IC / SROIE / FUNSD / CORD Jul 13
[ONNX] Part1: update current onnx export Jul 7
[Refactor] make TF master ONNX exportable / fix mypy Jul 6
update reco datasets and tests Jul 1
[api] Fixed API route response Jul 1

pyronear/pyro-engine 6 pull requests

save img for debug Jul 20
Feature/switch to reolink cam Jul 19
Drop useless files Jul 19
fix version Jul 19
setup ci Jul 19
Feature/switch to detection model Jul 18

pyronear/pyro-platform 2 pull requests

Using login credentials Jul 18
refactor: Refactored project & updated dependencies Jul 6

pyronear/pyronear.github.io 1 pull request

Feats : Adds SDIS 07 in partners Jul 14

Created an issue in pyronear/pyro-platform that received 7 comments

[credentials] Logged credentials aren't used for API interactions

There is a major problem regarding credentials: a user is indeed authenticated on the login screen using their personal creds but once logged, onl…

7 comments

Opened 6 other issues in 4 repositories

pyronear/pyro-platform 1 open 1 closed

[device_status] Device status targets are static Jul 20
[404] Wrong behaviour for 404 errors Jul 4

pyronear/pyro-vision 1 open 1 closed

Release tracker - v0.3.0 Jul 15
[references] Disable codecarbon logger Jul 4

huggingface/datasets 1 open

Trouble with streaming of vision dataset with TAR archive Jul 18

mindee/doctr 1 open

[docs] Added a section about artefact detection (barcode / faces) Jul 1

Answered 1 discussion in 1 repository

mindee/doctr

Text and face detection at same time Jul 6