Liu Tingxi (liutingxi)

liutingxi

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Home Page:http://liutingxi.com

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models

Models and examples built with TensorFlow

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openpose

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

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insightface

State-of-the-art 2D and 3D Face Analysis Project

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PRML

PRML algorithms implemented in Python

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semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

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flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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open-reid

Open source person re-identification library in python

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pytorch-video-recognition

PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.

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SRGAN

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

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flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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open-images-dataset

Open Images is a dataset of ~9 million images that have been annotated with image-level labels and bounding boxes spanning thousands of classes.

person_search

Joint Detection and Identification Feature Learning for Person Search

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pva-faster-rcnn

Demo code for PVANet

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AlignedReID-Re-Production-Pytorch

Reproduce AlignedReID: Surpassing Human-Level Performance in Person Re-Identification, using Pytorch.

person-re-ranking

Person Re-ranking (CVPR 2017)

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Tracking-with-darkflow

Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow

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OSVOS-TensorFlow

One-Shot Video Object Segmentation

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MaskTrackRCNN

MaskTrackRCNN for video instance segmentation based on mmdetection

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py-MDNet

MDNet PyTorch implementation

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flownet2-tf

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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pseudo-3d-residual-networks

Pseudo-3D Convolutional Residual Networks for Video Representation Learning

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torchshard

Slicing a PyTorch Tensor Into Parallel Shards

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keras-non-local-nets

Keras implementation of Non-local Neural Networks

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videosearch

Large-scale video retrieval using image queries.

deep_image_prior

Image reconstruction done with untrained neural networks.

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ARTNet

Appearance-and-Relation Networks

MATNet

Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020&TIP2021)

ClipShots_basline

This is our implementation of deepSBD for ClipShots dataset.

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PoseBox-Reid

A two-stream Re-id CNN network

gans-collection.torch

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

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