frgfm/dl-playground

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Jupyter Notebook
License
MIT License
Created almost 6 years ago
Updated almost 6 years ago

frgfm/dl-playground

frgfm

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Exercises & challenges for aspiring deep learners

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)

Holocron

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

torch-scan

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

drone-swarm

Simulation of swarm behaviour

torch-cuda-template

Template for CUDA / C++ extension writing with PyTorch

notebooks

Home to jupyter notebooks for all my projects

Jupyter Notebook

ghapi

Python wrapper for the GitHub API

validate-python-headers

An action to validate the headers of your Python files

PokeGAN

Implementations of GANs in PyTorch for Pokemon image generation

sdcnd-p3-traffic-sign-classification

Traffic sign classification project of Udacity Self-Driving Car Engineer Nanodegree

pypackage-template

Template for Python packages

sdcnd-capstone

Capstone project of Udacity Self-Driving Car Nanodegree

TorchHawk

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

sdcnd-path-planning

Path planning project of Udacity Self-Driving Car Nanodegree

sdcnd-p4-behavioral-cloning

Behavioral cloning project of Udacity Self-Driving Car Engineer

poker-buddy

Poker assistant project