F-G Fernandez

Deep Learning Engineer by day, Open Source contributor by night :bat:

Ecosystems: Python, PyTorch, C++, Unity, OpenCV, Docker, Keras, Tensorflow, Cuda, Flask, Jupyter Notebook, TypeScript, Yarn, Node.js, FastAPI, PostgreSQL, Raspberry Pi

Projects

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)

Python - Released: 23 Mar 2020 - 1,994

Holocron

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

Python - Released: 17 Jun 2019 - 316

torch-scan

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

Python - Released: 16 Mar 2020 - 207

pyro-vision

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

Python - Released: 08 Sep 2019 - 49

pyro-api

Alert Management API for wildfire prevention, detection & monitoring

Python - Released: 30 Sep 2020 - 21

pyro-engine

Wildfire detection on edge devices

Python - Released: 03 Sep 2020 - 7

ghapi

Python wrapper for the GitHub API

Python - Released: 19 Dec 2022 - 3

validate-python-headers

An action to validate the headers of your Python files

Python - Released: 26 Jun 2022 - 3

drone-swarm

Simulation of swarm behaviour

C++ - Released: 11 Jun 2017 - 8

dl-playground

Exercises & challenges for aspiring deep learners

Jupyter Notebook - Released: 09 Dec 2018 - 10

notebooks

Home to jupyter notebooks for all my projects

Jupyter Notebook - Released: 31 Oct 2021 - 4

nextjs-website

NextJS website attemps

TypeScript - Released: 18 Jan 2023 - 0

torch-cuda-template

Template for CUDA / C++ extension writing with PyTorch

Python - Released: 08 Sep 2020 - 5