Luiz Gustavo Hafemann's repositories
sigver_wiwd
Learned representation for Offline Handwritten Signature Verification. Models and code to extract features from signature images.
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
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)
adversarial
Exploring the Space of Adversarial Images
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
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
libfacedetection
The training program for libfacedetection for face detection and 5-landmark detection.
luizgh.github.io
My blog - posts about machine learning
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.
theseus
A library for differentiable nonlinear optimization