WeidiXie

VGG-Speaker-Recognition

Utterance-level Aggregation For Speaker Recognition In The Wild

cell_counting_v2

Keras-VGGFace2-ResNet50

ActionCLIP

This is the official implement of paper "ActionCLIP: A New Paradigm for Action Recognition"

backprop

Derivation of backpropagation of error formula in laTeX

CorrFlow

Self-supervised Learning for Video Correspondence Flow (BMVC 2019)

Deep-homography-estimation-Pytorch

Deep homography network with Pytorch

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

google-research

Google Research

Machine-Learning-Collection

PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms

MAST

MAST: A Memory-Augmented Self-supervised Tracker (CVPR 2020)

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

motiongrouping

Repository accompanying the paper: Self-supervised Video Object Segmentation by Motion Grouping. C. Yang, H. Lamdouar, E. Lu, A. Zisserman, W. Xie.

MotionSqueeze

Official PyTorch Implementation of MotionSqueeze, ECCV 2020

Multicore-TSNE

Parallel t-SNE implementation with Python and Torch wrappers.

multicoumn_network

pytorch-cosine-annealing-with-warmup

pytorch-pwc

a reimplementation of PWC-Net in PyTorch that matches the official Caffe version

pytorch-unet-1

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

RAFT

RawNet

Reproducing RawNet paper with Keras and additional experiments with PyTorch.

simclr

Unofficial PyTorch implementation of SimCLR by Chen et al.

SimCLR-1

A PyTorch implementation of SimCLR based on the paper "A Simple Framework for Contrastive Learning of Visual Representations"

Teaching

Stuff for educational purposes, mainly machine learning, Python and statistics

tutorials

PyTorch tutorials.

vgg_face2

VGGFace2_Attributes

Video-Dataset-Loading-Pytorch

Generic PyTorch dataset implementation to load and augment VIDEOS during Training.

vision

Datasets, Transforms and Models specific to Computer Vision

weidixie.github.io

Github Pages Repository