akanazawa

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

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

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

fpo. Implementation of Flow Policy Optimization (FPO)

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

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

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

Semantic-texton-forests. Implementation of semantic texton forests in matlab

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

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

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

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

Intrinsic-Image. experiments with intrinsic image decomposition

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

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

Class-Notes. All of my class notes!

Basic-Classification. ML Fall '10 project 1

Nonlinear-Diffusion. bare minimum illustration of 3 nonlinear image denoising methods

Collective-Classification. C++

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.

Complex-Classification. ML Fall '11 project 2

Instagram-Scraper. Scrape images from instagram

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

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