Paris, FR

F-G Fernandez

Elite
@frgfm

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

fgfm.dev/

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)

2.3k

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

329

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

223

drone-swarm. Simulation of swarm behaviour

11

dl-playground. Exercises & challenges for aspiring deep learners

10

torch-cuda-template. Template for CUDA / C++ extension writing with PyTorch

6

ghapi. Python wrapper for the GitHub API

4

notebooks. Home to jupyter notebooks for all my projects

4

PokeGAN. Implementations of GANs in PyTorch for Pokemon image generation

3

validate-python-headers. An action to validate the headers of your Python files

3

pypackage-template. Template for Python packages

2

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

1

sdcnd-p3-traffic-sign-classification. Traffic sign classification project of Udacity Self-Driving Car Engineer Nanodegree

1

sdcnd-capstone. Capstone project of Udacity Self-Driving Car Nanodegree

1

sdcnd-path-planning. Path planning project of Udacity Self-Driving Car Nanodegree

1

poker-buddy. Poker assistant project

1

TorchHawk. A benchmark on popular deep learning tricks on computer vision tasks with famous datasets

1

sdcnd-p4-behavioral-cloning. Behavioral cloning project of Udacity Self-Driving Car Engineer

1

vision. Datasets, Transforms and Models specific to Computer Vision

1
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