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vfdev's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

argus icon argus

Easy flexible library for training neural networks in PyTorch

autism icon autism

Data Challenge on Autism Spectrum Disorder detection

ax icon ax

Adaptive Experimentation Platform

baal icon baal

Using approximate bayesian posteriors in deep nets for active learning

bldc icon bldc

The code for my custom BLDC controller.

brevitas icon brevitas

Brevitas: quantization-aware training in Pytorch

caffe icon caffe

Caffe: a fast open framework for deep learning.

captum icon captum

Model interpretability and understanding for PyTorch

cifar10-faster icon cifar10-faster

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

clearml icon clearml

ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

code-generator icon code-generator

Web Application to generate your training scripts with PyTorch Ignite

coordconv-pytorch icon coordconv-pytorch

Pytorch implementation of CoordConv introduced in 'An intriguing failing of convolutional neural networks and the CoordConv solution' paper. (https://arxiv.org/pdf/1807.03247.pdf)

coordconvexperiments icon coordconvexperiments

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

cvat icon cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

cvplot2 icon cvplot2

Fork of cvplot (https://code.google.com/p/cvplot/) with CMake support and optional QWidget output

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