Popular GitHub Repositories for Ids2017

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

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

A state-of-the-art semi-supervised method for image recognition

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017

Slips, a free software behavioral Python intrusion prevention system (IDS/IPS) that uses machine learning to detect malicious behaviors in the network traffic. Stratosphere Laboratory, AIC, FEL, CVUT in Prague.

Keras version of Realtime Multi-Person Pose Estimation project

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

A deep neural network for face alignment

Intrinsic3D - High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting (ICCV 2017)

Simple baselines and RNNs for predicting human motion in tensorflow. Presented at CVPR 17.

[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"

ICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"

A thesis submitted for the degree of Master of Science in Computer Networks and Security

Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.