450 Open source projects that are alternatives of or similar to Sc Sfmlearner Release

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

[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

Multi-Stage Pose Network

Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

libfaceid is a research framework for prototyping of face recognition solutions. It seamlessly integrates multiple detection, recognition and liveness models w/ speech synthesis and speech recognition.

The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.

NVIDIA Deep learning Dataset Synthesizer (NDDS)

[TIP2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper

ECCV2020 - Official code repository for the paper : STAR - A Sparse Trained Articulated Human Body Regressor

Keras implementation of Representation Learning with Contrastive Predictive Coding

100-Days-Of-ML-Code中文版

Code for the paper "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.

Full pipeline for TianChi FashionAI clothes keypoints detection compitetion in TensorFlow

Problem Agnostic Speech Encoder

Unsupervised Speech Decomposition Via Triple Information Bottleneck

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

RMPE: Regional Multi-person Pose Estimation, forked from Caffe. Research purpose only.

📄 A PyTorch implementation of Paragraph Vectors (doc2vec).

Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

Assessing Source Code Semantic Similarity with Unsupervised Learning

Pytorch implementation of β-VAE

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions

[UNMAINTAINED] 非监督特征学习与深度学习中文教程，该版本翻译自新版 UFLDL Tutorial 。建议新人们去学习斯坦福的CS231n课程，该门课程在网易云课堂上也有一个配有中文字幕的版本。

PyTorch implementation of CloudWalk's recent work DenseBody

Implementing machine learning algorithms from scratch.

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

Pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419

Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)

和（he for objective-c） —— “信息熵减机系统”

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

A curated list of action recognition and related area resources

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper https://arxiv.org/abs/1807.04067

PyTorch implementation of the CortexNet predictive model

CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

Learning to Cluster. A deep clustering strategy.

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

Self-Supervised depth kalilia

custom human activity recognition modules by pose estimation and cascaded inference using sklearn API

Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Official PyTorch Implementation of "Ego-Pose Estimation and Forecasting as Real-Time PD Control". ICCV 2019.

[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

separate from 6dpose repo for deployment

PoseFlow: Efficient Online Pose Tracking (BMVC'18)

Machine Learning (EE 5184) in NTU

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

TCyb 2018: Graph learning for multiview clustering

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

Estimate 3D face pose (6DoF) or 11 parameters of 3x4 projection matrix by a Convolutional Neural Network

Tensorflow implementation of Stacked Hourglass Networks for Human Pose Estimation

Light-weight Single Person Pose Estimator