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Lifeng Zhang's Projects

covpoolfer icon covpoolfer

Covariance Pooling for Facial Expression Recognition

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

emopy icon emopy

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

endo-fm icon endo-fm

[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

forestblog icon forestblog

一个简单漂亮的SSM(Spring+SpringMVC+Mybatis)博客系统

graphgps icon graphgps

Recipe for a General, Powerful, Scalable Graph Transformer

imageai-flask-apps icon imageai-flask-apps

This project offers two Flask applications that utilize ImageAI's image prediction algorithms and object detection models. These apps enable users to upload images and videos for object recognition, detection and analysis, providing accurate prediction results, confidence scores, raw data of detected objects at frame-level, and object insights.

intelligent-traffic-based-on-cv icon intelligent-traffic-based-on-cv

本项目是基于计算机视觉的端到端交通路口智能监控系统.采用的设计架构由SRS流媒体服务器、GPU服务器、Local客户端三部分组成.可将远端视频流通过rtmp协议传输到流媒体服务器,然后经过目标检测等一些列算法对视频进行分析,最后在本地客户端查看分析结果.项目主要用Python实现,流媒体服务器采用开源的SRS实时视频服务器搭建,GPU服务器使用YOLO模型实现道路目标如人、车、交通灯等物体的识别,同时还支持并发连接.客户端基于PyQt5进行开发.

js-pytorch icon js-pytorch

A JavaScript library like PyTorch, built from scratch.

machinelearning_ng icon machinelearning_ng

吴恩达机器学习coursera课程,学习代码(2017年秋) The Stanford Coursera course on MachineLearning with Andrew Ng

megadepth icon megadepth

Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".

openface icon openface

Face recognition with deep neural networks.

pathfinder icon pathfinder

Signaling pathways inference using scRNA-seq or tissue omics

poolformer icon poolformer

PoolFormer: MetaFormer is Actually What You Need for Vision (CVPR 2022)

pyhgt icon pyhgt

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

rgdl icon rgdl

Code for ICLR-2023 paper "Robust Graph Dictionary Learning"

torch-template-for-deep-learning icon torch-template-for-deep-learning

Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.

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