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pnnet

Conjoined Triple Deep Network for Learning Local Image Descriptors

pose-attention

Code for "Multi-Context Attention for Human Pose Estimation " (CVPR 2017)

pose-regression

2D human pose regression

preview

Code for the semi-supervised method proposed in our CVPR 2018 paper "Learning Pose Specific Representations by Predicting Different Views"

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pwp3d

PWP3D, Real-time segmentation and tracking of 3D objects.

pyflow

Fast, accurate and easy to run dense optical flow with python wrapper

python

All Algorithms implemented in Python

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-mask-x-rcnn

PyTorch implementation of the Mask-X-RCNN network proposed in the 'Learning to Segment Everything' paper by Facebook AI Research

pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.

pytorch-pose-hg-3d

PyTorch implementation for 3D human pose estimation

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

pytorch-unflow

a reimplementation of UnFlow in PyTorch that matches the official TensorFlow version

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

pytorch_realtime_multi-person_pose_estimation

Pytorch version of Realtime Multi-Person Pose Estimation project

resnet18

rpan

Our implementation of Recurrent Pose Attention in Du et al.: "RPAN: An End-to-End Recurrent Pose-attention Network for Action Recognition in Videos"

rulstm

Code for the Paper: Antonino Furnari and Giovanni Maria Farinella. What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention. International Conference on Computer Vision, 2019.

sct

SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation (CVPR2020) https://arxiv.org/abs/2003.14266

segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

self-driving-car

Udacity Self-Driving Car Engineer Nanodegree projects.

sequencetagging

PyTorch, LSTM CRF model

sparseprop

Temporal action proposals

sst

SST: Single-Stream Temporal Action Proposals (Official Repo)

st-gcn

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

stanford_dl_ex

super-events-cvpr18

Code for our CVPR 2018 paper "Learning Latent Super-Events to Detect Multiple Activities in Videos"