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martin guan's Projects

flownet2 icon flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

gif icon gif

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

keypoints icon keypoints

A pytorch implementation of Google's paper <Towards Accurate Multi-person Pose Estimation in the Wild>

lio-sam icon lio-sam

LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping

mametoolkit icon mametoolkit

A Python toolkit used to train reinforcement learning algorithms against arcade games

masr icon masr

中文语音识别,高识别率预训练模型,支持docker快速安装 Chinese Speech Recognition; Mandarin Automatic Speech Recognition;

mtrcnet-cl icon mtrcnet-cl

[MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Surgical Workflow and Skill Analysis Challenge

neuralrecon icon neuralrecon

Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral

panet icon panet

PANet for Instance Segmentation and Object Detection

qasystemonmedicalkg icon qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建,自动问答,基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。

r2plus1d-pytorch icon r2plus1d-pytorch

PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition"

senet icon senet

Squeeze-and-Excitation Networks

speech_recognition icon speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

ss-tad icon ss-tad

End-to-End, Single-Stream Temporal Action Detection in Untrimmed Videos (Official Repo for SS-TAD)

sst icon sst

SST: Single-Stream Temporal Action Proposal

swa icon swa

Stochastic Weight Averaging in PyTorch

vistr icon vistr

[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

yowo icon yowo

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization

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