luizgh

sigver_wiwd

Learned representation for Offline Handwritten Signature Verification. Models and code to extract features from signature images.

sigver

Signature verification package, for learning representations from signature data, training user-dependent classifiers.

avc_nips_2018

Code to reproduce the attacks and defenses for the entries "JeromeR" in the NIPS 2018 Adversarial Vision Challenge

adversarial_signatures

Characterizing and evaluating adversarial examples for Offline Handwritten Signature Verification

knn

C++ implementation of K-nearest neighbours

adversarial_examples

Code for the NIPS2017 competition on adversarial examples

intro_to_cnns

Introdução à redes neurais convolucionais usando Theano + Lasagne

visdom_logger

Wrapper to use visdom as logger when training ML models

kmeans_cuda

Kmeans implementation in C++ / Cuda

lasagne_basics

Example code to train Convolutional Neural Networks using Lasagne (on MNIST)

core

:house_with_garden: Open source home automation that puts local control and privacy first

adversarial

Exploring the Space of Adversarial Images

basic_rnn

Implementation of a simple Recurrent Neural Network in torch, focused on being easy to understand

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

ConvNeXt

Code release for ConvNeXt model

cuda-convnet-extensions

A few extensions to cuda-convnet

datasetCreator

Create datasets for cuda-convnet

DESlib

A Python library for dynamic classifier and ensemble selection

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Lasagne

Lightweight library to build and train neural networks in Theano

libfacedetection

The training program for libfacedetection for face detection and 5-landmark detection.

luizgh.github.io

My blog - posts about machine learning

manim

Animation engine for explanatory math videos

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

pyrender

Easy-to-use glTF 2.0-compliant OpenGL renderer for visualization of 3D scenes.

pytorch-OpCounter

Count the FLOPs of your PyTorch model.

RAdam

On The Variance Of The Adaptive Learning Rate And Beyond

SLPT-master

theseus

A library for differentiable nonlinear optimization

Ubisoft-LaForge.github.io