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ml-lab's Projects

172mddn342 icon 172mddn342

class work from 17.2MDDN342 Creative Coding III

1m-agents icon 1m-agents

A platform of grid world that supports up to 1 million reinforcement-learning agents.

2015_apportionment icon 2015_apportionment

Implementations of several algorithms for proportional apportionment by divisor methods

2d-and-3d-face-alignment icon 2d-and-3d-face-alignment

This repository implements a demo of the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.

360sd-net icon 360sd-net

360° Stereo Depth Estimation with Learnable Cost Volume

3d-bonet icon 3d-bonet

3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

3d-coded icon 3d-coded

Pytorch Implementation for the project : 3D-CODED : 3D Correspondences by Deep Deformation"

3d-deepbox icon 3d-deepbox

3D Bounding Box Estimation Using Deep Learning and Geometry (MultiBin)

3d-pose-baseline icon 3d-pose-baseline

A simple baseline for 3d human pose estimation in tensorflow. To be presented at ICCV 17.

3d-r2n2 icon 3d-r2n2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

3d-sdn icon 3d-sdn

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

3ddfa icon 3ddfa

The pytorch improved re-implementation of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3ddfa_v2 icon 3ddfa_v2

Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV, 2020

3dkeypoints-da icon 3dkeypoints-da

Unsupervised Domain Adaptation for 3D Keypoint Prediction from a Single Depth Scan

3dmppe_posenet_release icon 3dmppe_posenet_release

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image ", ICCV 2019

3dn icon 3dn

3DN: 3D Deformation Network, CVPR 2019

3dpose_gan icon 3dpose_gan

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

3dvp icon 3dvp

Data-Driven 3D Voxel Patterns for Object Category Recognition

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