Name: Runwei Guan
Type: User
Company: University of Liverpool / JITRI-IDPT
Bio: Machine Learner, Deep Learner, Radar Learner, Life Gangster
Location: Wuxi, China
Blog: https://runwei.blog.csdn.net
Runwei Guan's Projects
Some projects and codes written by programming languages supported by .NET platform
A clinical decision support system of EGFR-TKIs based on machine learning and NGS
Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave Radar
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Code for 3D object detection for autonomous driving
A curated list of radar datasets, detection, tracking and fusion
Variants of Vision Transformer and its downstream tasks
A repository storing different backbone models with clear and logical chinese annotation.
CO-MOT: Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking
Something about ECS
mainly assignments
labs
Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition
This is the official page of CPNet. CPNet is a classification network(backbone) specially for cancer pathology recopgnition.
Extended LaTeX template for CVPR/ICCV papers
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
Hands-on Deep Reinforcement Learning, published by Packt
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
这是一个deeplabv3-plus-pytorch的源码,可以用于训练自己的模型。
Notes about courses Dive into Deep Learning by Mu Li
Deformable Convolutional Networks
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
Deforming kernels to adapt towards object deformation. In ICLR 2020.
End-to-End Object Detection with Transformers
Open source annotation tool for machine learning practitioners.
[CADL 2022, ECCVW 2022] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications".