ericksonrn
Computer Vision Architect at Microsoft | Associate Professor at UFMG. Research topic: Computer Vision
MicrosoftBelo Horizonte
Pinned Repositories
awesome-local-global-descriptor
My personal note about local and global descriptor
awesome_3DReconstruction_list
A curated list of papers & ressources linked to 3D reconstruction from images.
Basic-GAN
Implementation of GAN using pytorch
keras-rl
Deep Reinforcement Learning for Keras.
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
oreilly-rl-tutorial
Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.
DALF_CVPR_2023
DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.
GeobitNonrigidDescriptor_ICCV_2019
C++ implementation of the nonrigid descriptor Geobit presented at ICCV 2019 "GEOBIT: A Geodesic-Based Binary Descriptor Invariant to Non-Rigid Deformations for RGB-D Images"
Learning2Dance_CAG_2020
PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!
ShapeAwareHumanRetargeting_IJCV_2021
Code and dataset of human retargeting approach to transfer motion and appearance between monocular videos. Check the examples from our dataset with several paired actors and motions!
ericksonrn's Repositories
ericksonrn/keras-rl
Deep Reinforcement Learning for Keras.
ericksonrn/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
ericksonrn/oreilly-rl-tutorial
Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.
ericksonrn/awesome-local-global-descriptor
My personal note about local and global descriptor
ericksonrn/awesome_3DReconstruction_list
A curated list of papers & ressources linked to 3D reconstruction from images.
ericksonrn/Basic-GAN
Implementation of GAN using pytorch
ericksonrn/DeepGTAV
A plugin for GTAV that transforms it into a vision-based self-driving car research environment.
ericksonrn/DL-workshop-series
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
ericksonrn/dotfiles
:wrench: .files, including ~/.macos — sensible hacker defaults for macOS
ericksonrn/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ericksonrn/hyperlapse
Open-source implementation of MSR Hyperlapse
ericksonrn/lab-guide
ericksonrn/mesh-evaluation
Efficient C++ implementation of mesh-to-mesh and mesh-to-point distance.
ericksonrn/MeshGraphormer
Research code of ICCV 2021 paper "Mesh Graphormer"
ericksonrn/observations
Tools for loading standard data sets in machine learning
ericksonrn/poisson-image-editing
ericksonrn/PRML
PRML algorithms implemented in Python
ericksonrn/PyMCubes
Marching cubes (and related tools) for Python
ericksonrn/pyrender
ericksonrn/python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
ericksonrn/raytracinginoneweekend
The source for the ebook Ray Tracing in One Weekend by Peter Shirley. This work is in the public domain.
ericksonrn/ResNetCAM-keras
Keras implementation of a ResNet-CAM model
ericksonrn/SantosNet
A self driving car in GTAV that uses the Xception deep neural network model with DeepGTAV
ericksonrn/SketchModeling
Source code for the Sketch Modeling project: reconstruct a 3D shape from line drawing sketches.
ericksonrn/VPilot
Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.