frgfm
Deep Learning Engineer by day, Open Source contributor by night :bat:
Funding Links: https://github.com/sponsors/frgfm
- Name: F-G Fernandez
- Location: Paris, FR
- Company: @quack-ai @pyronear
- Kind: user
- Followers: 217
- Following: 16
- Total stars: 2730
- Repositories count: 53
- Created at: 2022-11-15T05:34:32.257Z
- Updated at: 2025-03-28T13:57:56.044Z
- Last synced at: 2025-03-28T13:57:56.043Z
GitHub Sponsors Profile
Hello there!
I'm F-G (short for FranΓ§ois-Guillaume π«π·)
Who am I?
π¨β𦱠a Deep Learning Engineer (primarily Computer Vision) @Mindee
π² a co-founder of an NGO developping affordable detectors for forest wildfires @PyroNear
π€ a big OSS contributor (my own projects & @PyTorch)
Feel free to reach out on GitHub, Twitter or LinkedIn!
What am I working on?
Project I initiated:
docTR (@Mindee): a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
Pyronear: leading the computer vision and back-end projects.
Holocron: personal implementations of recent deep learning papers.
TorchCAM: efficient model interpretability for your deep learning models.
Torchscan: insights into your own models (RAM usage, FLOPs, MACs, receptive field, etc.)
& contributing to other OSS projects!
Why sponsoring me?
I spent a significant amount of time on open-source, and I would love to be able to continue that without stepping too much into my personal spare time π
Sponsoring is one way of saying thanks and helping keep these tools maintained π
Here is what you'd be contributing to:
π» Software development: helping me not to feel guilty spending that much free time on open source π€
βοΈ Hardware: some projects (especially in Deep Learning) require high-end hardware, which doesn't come cheap!
- Current Sponsors: 3
- Past Sponsors: 0
- Total Sponsors: 3
- Minimum Sponsorship: $1.00
Featured Works
pytorch/vision
Datasets, Transforms and Models specific to Computer Vision
Language: Python - Stars: 16715mindee/doctr
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
Language: Python - Stars: 4491frgfm/torch-cam
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)
Language: Python - Stars: 2144frgfm/Holocron
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix
Language: Python - Stars: 327frgfm/torch-scan
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
Language: Python - Stars: 218pyronear/pyro-vision
Computer vision library for wildfire detection π² Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)
Language: Python - Stars: 56Active Sponsors
Past Sponsors
Sponsor Breakdown
- User: 2