vfdev-5/ignite-paper

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vfdev-5/ignite-paper

vfdev-5

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Preprint paper to introduce PyTorch-Ignite library

UDA-pytorch

Unsupervised Data Augmentation experiments in PyTorch

Jupyter Notebook

BootstrappingLoss

Bootstrapping loss function implementation in pytorch

Video2Frames

Simple video to frames converter using Opencv

qemu-rpi2-vexpress

QEMU emulation ARMv7

SARSim-python

SAR Raw data Imagery simulator in python

ImageTilingUtils

Minimalistic set of image reader agnostic tools to easily iterate over large images

FixMatch-pytorch

Implementation of FixMatch in PyTorch and experimentations

Jupyter Notebook

ignite-examples

Examples with ignite https://github.com/pytorch/ignite

Jupyter Notebook

ImageDatasetViz

Observe the dataset of images and targets in few shots

cifar10-faster

[WIP] Demonstration of training a small ResNet on CIFAR10 to 94% test accuracy in less 20 epochs

move_group_tutorial_ur5

MoveGroup tutorial for UR5 (python interface)

ptcv21-pytorch-ignite-slides

PyTorch Community Voices 2021 - PyTorch-Ignite slides

py_config_runner

Python configuration file and command line executable to run a script with.

pytorch-my_examples

PyTorch framework - my examples

Jupyter Notebook

GeoImageViewer

Open-source code to work with geo images

RRFBNet

[WIP] Rotated bbox RFBNet

LayerRotation-pytorch

Layer Rotation experiments in PyTorch

CoordConvExperiments

Notebooks to reproduce [CoordConv paper](https://arxiv.org/abs/1807.03247) using PyTorch framework and Ignite

Jupyter Notebook

netlify-function-tests

oiv4od

Jupyter Notebook

ur5_pnp

VisionTransforms

Another concepts for vision transforms for PyTorch/Torchvision

py-leveldb-windows

Helper project to compile python leveldb wrapper under Windows using CMake

Ionic2_geolocation_example

Example of geolocation example with Ionic 2

Magic-8-ball

This is a 'Magic 8-ball' android application.

mii-dockerfiles

my datascience dockerfiles

DRFSO2_Test

A test of Django-rest-framework-social-oauth2 application

UNOSAT_Challenge

UNOSAT Challenge

Jupyter Notebook

pascal_voc2012

Training/evaluation pipeline for Pascal VOC2012, Pytorch/Ignite/Polyaxon

Jupyter Notebook

pybucaramanga-pytorch-ignite-slides

Slides for Python Bucaramanga meetup

github-actions-playground

Repository to play with Github actions

OCV_pipeline

OpenCV filters are managed using a pipeline for webcam image processsing; VideoInput library is used

DSTL_FD

Kaggle DSTL code

Jupyter Notebook

demo_background-geolocation

pth-dispatcher-playground

PyTorch dispatcher playground

TinyGeoImageUtils

Some tools to quickly read geographical images and iterate over the image content by tiles

RL4LearningRateControl

PyTorch implementation of RL for learning rate control paper

Jupyter Notebook

ghstack-tutorial

https://gist.github.com/pmeier/09dfb12c6ebfc8ab0a7ca18de8449707

kinect_nav_ws

Kinect navigation with RTabMap

interpolate-tensoriterator

Prototype Torch Interpolate with TensorIterator

interpolate-antialiasing

Prototype Torch Interpolate with anti-aliasing

Jupyter Notebook

pose-estimation-v1.3.2_octave

Octave code adaptation for "Articulated Human Pose Estimation with Flexible Mixtures of Parts". http://www.ics.uci.edu/~yyang8/research/pose/

IgniteConfRunner

PyTorch/Ignite Experiments tracking with MLFlow

nn-architectures-cheat-sheet

Neural networks architecture cheat-sheet

Jupyter Notebook