akanazawa Goto Github PK

alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

basic-classification

ML Fall '10 project 1

catdeform

A Matlab implementation for the paper: "Learning 3D Deformation of Animals from 2D Images" http://www.umiacs.umd.edu/~kanazawa/papers/cat_eg2016.pdf

class-notes

All of my class notes!

cmr

Project repo for Learning Category-Specific Mesh Reconstruction from Image Collections

collective-classification

complex-classification

ML Fall '11 project 2

explicit_shape_regression

Implementation of the paper for face alignment by MSRA research.microsoft.com/en-us/.../cvpr12_facealignment.pdf

formal-reasoning-in-computer-science

University of Maryland open study group on mathematical proofs, theoretical arguments, probability theory and randomized algorithms. Focus on solving problems. Content has been chosen to complement graduate-level work in computer science.

groupresources

A common place to compile resources of use to the research group

hmr

Project page for End-to-end Recovery of Human Shape and Pose

human_dynamics

Project for paper "Learning 3D Human Dynamics from Video"

instagram-scraper

Scrape images from instagram

intrinsic-image

experiments with intrinsic image decomposition

motion_reconstruction

Motion Reconstruction Code and Data for Skills from Videos (SFV)

mrf

simple implementation of MRF foreground/background segmentation for CMSC828 Spring '12

nonlinear-diffusion

bare minimum illustration of 3 nonlinear image denoising methods

semantic-texton-forests

Implementation of semantic texton forests in matlab

si-convnet

Implementation of the [Locally Scale-Invariant Convolutional Neural Network](http://www.umiacs.umd.edu/~kanazawa/papers/sicnn_workshop2014.pdf)

structure-from-motion

Affine structure from motion in image sequences adapted from Derek Hoiem's CS 543/ECE 549 course at the University of Illinois at Urbana-Champaign

topic-random-field

Implementation of "Image Segementation with Topic Random Field" by Zhao, Fei-fei, and Xing.

unsupervised-learning

UMD Fall '11 CMS726 Machine Learning Project 3 with Hall Daume.

up

Official code repository for the paper "Unite the People – Closing the Loop Between 3D and 2D Human Representations".

vgan

Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow