zhouxuyang's repositories
image_classification_using_sift
sift + kmeans + td-idf + svm
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
books
"我的阅历"
Coding-Challanges
Solutions for coding practices and challenges
Computer-Vision-Leaderboard
Comparison of famous convolutional neural network models
Deep-Metric-Learning-CVPR16
Main repository for Deep Metric Learning via Lifted Structured Feature Embedding
DeepLearningBookQA_cn
深度学习面试问题 回答对应的DeepLearning中文版页码
DHash
Comparing images with dHash algorithm.
FaceDatasets
Some scripts to process face datasets.
FaceVerification
An Experimental Implementation of Face Verification, 96.8% on LFW.
flann
Fast Library for Approximate Nearest Neighbors
iccv2019-triplet-loss
Implementation of method described in http://openaccess.thecvf.com/content_ICCV_2019/papers/Le_Cacheux_Modeling_Inter_and_Intra-Class_Relations_in_the_Triplet_Loss_for_ICCV_2019_paper.pdf
image-retrieval
image retrieval
InterestingCrawler
Some interesting crawlers and simple data analysis, eg: Grab WeChat friends information and QZone shuoshuo content,etc
keras
Deep Learning for humans
moby
Moby Project - a collaborative project for the container ecosystem to assemble container-based systems
OnlineMiningTripletLoss
PyTorch conversion of https://omoindrot.github.io/triplet-loss
opencv_example
some examples on how to use opencv on images
pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss. Maybe useful
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
research-ms-loss
MS-Loss: Multi-Similarity Loss for Deep Metric Learning
RWF2000-Video-Database-for-Violence-Detection
A large scale video database for violence detection, which has 2,000 video clips containing violent or non-violent behaviours.
siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
sphereface
Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
tableImageParser_tx
table structure recognition
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.