Projects in Awesome Lists by frgfm
A curated list of projects in awesome lists by frgfm .
https://github.com/frgfm/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)
activation-maps class-activation-map cnn deep-learning grad-cam gradcam gradcam-plus-plus interpretability interpretable-deep-learning python pytorch saliency-map score-cam smoothgrad
Last synced: 09 Apr 2025
https://github.com/frgfm/Holocron
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix
ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4
Last synced: 05 Apr 2025
https://github.com/frgfm/holocron
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix
ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4
Last synced: 07 Apr 2025
https://github.com/frgfm/torch-scan
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary
Last synced: 08 Apr 2025
https://github.com/frgfm/dl-playground
Exercises & challenges for aspiring deep learners
backpropagation calculus deep-learning linear-algebra pytorch udacity udacity-deep-learning
Last synced: 05 Dec 2024
https://github.com/frgfm/drone-swarm
Simulation of swarm behaviour
c-plus-plus drones motion-planning pathfinding simulation swarm-intelligence
Last synced: 05 Dec 2024
https://github.com/frgfm/torch-cuda-template
Template for CUDA / C++ extension writing with PyTorch
cpp cuda pytorch pytorch-extension
Last synced: 05 Dec 2024
https://github.com/frgfm/notebooks
Home to jupyter notebooks for all my projects
Last synced: 05 Dec 2024
https://github.com/frgfm/validate-python-headers
An action to validate the headers of your Python files
copyright headers license python3
Last synced: 05 Dec 2024
https://github.com/frgfm/sdcnd-p3-traffic-sign-classification
Traffic sign classification project of Udacity Self-Driving Car Engineer Nanodegree
deep-learning image-classification keras python self-driving-car tensorflow traffic-sign-classification
Last synced: 19 Feb 2025
https://github.com/frgfm/pypackage-template
Template for Python packages
cookiecutter python3 template-project
Last synced: 19 Feb 2025
https://github.com/frgfm/pokegan
Implementations of GANs in PyTorch for Pokemon image generation
dc-gan dcgan deep-learning gan pokemon pytorch spectral-normalization tensorboard
Last synced: 19 Feb 2025
https://github.com/frgfm/torchhawk
A benchmark on popular deep learning tricks on computer vision tasks with famous datasets
computer-vision deep-learning image-classification mnist pytorch
Last synced: 19 Feb 2025
https://github.com/frgfm/sdcnd-path-planning
Path planning project of Udacity Self-Driving Car Nanodegree
catch2 clang-format cpp motion-planning path-planning self-driving-car sensor-fusion spdlog spline-interpolation trajectory-generation
Last synced: 19 Feb 2025
https://github.com/frgfm/sdcnd-p4-behavioral-cloning
Behavioral cloning project of Udacity Self-Driving Car Engineer
deep-learning flask keras opencv python self-driving-car tensorflow unity3d
Last synced: 19 Feb 2025
https://github.com/frgfm/poker-buddy
Poker assistant project
card deck game game-theory player poker statistics texas-holdem
Last synced: 19 Feb 2025
https://github.com/frgfm/sdcnd-capstone
Capstone project of Udacity Self-Driving Car Nanodegree
controller object-detection path-planning self-driving-car sensor-fusion
Last synced: 19 Feb 2025
https://github.com/frgfm/drlnd-p1-navigation
Navigation project of Udacity Deep Reinforcement Learning
deep-reinforcement-learning dqn experience-replay pytorch unity
Last synced: 19 Feb 2025
https://github.com/frgfm/frgfm.github.io
Personal blog
blog computer-science deep-learning machine-learning mathematics physics quarto
Last synced: 19 Feb 2025
https://github.com/frgfm/drlnd-p3-collaboration-competition
Collaboration and competition project of Udacity Deep Reinforcement Learning Nanodegree
actor-critic ddpg-algorithm deep-reinforcement-learning experience-replay pytorch unity
Last synced: 19 Feb 2025
https://github.com/frgfm/sdcnd-p1-lane-detection
Lane detection project of Udacity Self Driving Car Nanodegree
canny-edge-detection hough-transform hsv lane-lines-detection opencv self-driving-car
Last synced: 19 Feb 2025
https://github.com/frgfm/sdcnd-pid-control
PID Control project of Udacity Self-Driving Car Nanodegree
catch2 clang-format cpp pid-control self-driving-car spdlog
Last synced: 19 Feb 2025
https://github.com/frgfm/drlnd-p2-continuous-control
Continuous control project of Udacity Deep Reinforcement Learning Nanodegree
actor-critic ddpg-algorithm deep-reinforcement-learning experience-replay pytorch unity
Last synced: 19 Feb 2025
https://github.com/frgfm/sdcnd-p6-kidnapped-vehicle
Kidnapped vehicle project of Udacity Self-Driving Car Nanodegree
catch2 clang-format cmake cpp particle-filter self-driving-car spdlog
Last synced: 19 Feb 2025
https://github.com/frgfm/tc2018_hands
Part of the Hackers Against Natural Disasters project from Vivatech TechCrunch Hackathon
computer-vision microsoft-cognitive-services object-detection python
Last synced: 19 Feb 2025
https://github.com/frgfm/sdcnd-p5-extended-kalman-filter
Extended Kalman Filter project of Udacity Self-Driving Car Engineer
catch2 clang-format cmake cpp eigen3 kalman-filter self-driving-car spdlog
Last synced: 19 Feb 2025
https://github.com/frgfm/pytorch-mnist
Implementation of various basic architectures (training on MNIST, Visdom visualization)
computer-vision deep-learning deep-neural-networks lenet mnist python3 pytorch pytorch-cnn visdom
Last synced: 19 Feb 2025
https://github.com/frgfm/openapm
OpenAPM: ligthweight APM for HTTP FastAPI backend applications
apm backend fastapi http middleware postgres python
Last synced: 28 Mar 2025
https://github.com/frgfm/ci-benchmark
This repository's only purpose is to test out multiple CI-integrated tools
Last synced: 19 Feb 2025
https://github.com/frgfm/pair-assignment
Optimisation solutions for pair assignment problems
cost-optimization optimisation pairing-functions
Last synced: 19 Feb 2025
https://github.com/frgfm/kaggle-whale-id
Short team project about the Kaggle Whale identification challenge
image-classification kaggle-competition python pytorch
Last synced: 19 Feb 2025
https://github.com/frgfm/dummy-ghapp
Experiment with GH app
docker github-app nodejs probot-app yarn
Last synced: 19 Feb 2025
https://github.com/frgfm/sdcnd-p2-advanced-lane-finding
Advanced lane finding project of Udacity Self-Driving Car Engineer Nanodegree
camera-calibration lane-detection lane-finding opencv polynomial-regression self-driving-car
Last synced: 19 Feb 2025
https://github.com/frgfm/video-mender
Serving your favorite mending charm for videos
computer-vision denoising opencv python video-processing
Last synced: 19 Feb 2025