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【論文研讀】Skeleton-based Action Recognition of People Handling Objects

Skeleton-based Action Recognition of People Handling Objects Journal reference: WACV 2019 Authors: Sunoh Kim, Kimin Yun, Jongyoul Park, Jin Young Choi Github: None 論文連結: Skeleton-based Action Reco......

Posted by Frances Kao on 2023-10-19

【論文研讀】DiffPose - SpatioTemporal Diffusion Model for Video-Based HumanPose Estimation

DiffPose: SpatioTemporal Diffusion Model for Video-Based HumanPose Estimation Journal reference: ICCV 2023 Authors: Runyang Feng, Yixing Gao, Tze Ho Elden Tse, Xueqing Ma, Hyung Jin Chang Github:......

Posted by David Chen on 2023-10-05

【論文研讀】Something-Else Compositional Action Recognition with Spatial-Temporal Interaction Networks

Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks Journal reference: CVPR2020 Author: Materzynska, Joanna and Xiao, Tete and Herzig, Roei and Xu, Huijuan......

Posted by Frances Kao on 2023-09-30

【技術分享】重灌後，安裝 GPU 驅動以及 Docker

重灌後，安裝 GPU 驅動以及 Docker 設備規格 CPU : i7-10700 GPU : RTX-3060 系統 : Ubuntu 20.04 NIVIDIA GPU 驅動確認有沒有安裝到 GPU 驅動程式 1nvidia-smi 1>>> Command 'nvidia-smi' not found, but can be instal......

Posted by Hsiangj-Jen Li on 2023-09-27

【論文研讀】3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal

3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal Journal reference: ECCV 2022 Authors: Hao Meng, Sheng Jin, Wentao Liu, Chen Qian, Mengxiang Lin, Wanli Ouyang, Ping Luo Github......

Posted by David Chen on 2023-09-24

【技術分享】Airflow快速入門及如何在Docker上安裝

什麼是Airflow？先簡單介紹一下什麼是Airflow。 Airflow原先由 Airbnb 開發的開源軟體，現為Apache頂級專案，並且具有GUI介面供使用者使用，是以 Python 寫成的工作流程管理系統（Workflow Management System）。你可能會問，Airflow可以拿來做什麼？近年不管是資料科學家、資料工程師還是任何需要處理數據的軟體工程師，Airfl......

Posted by BO-CHENG SU on 2023-09-18

【技術分享】基本Dockerfile寫法與Command Line

首先準備一個 Dockerfile，這邊給一個簡單的範例： Dockerfile12345678//這是python imageFROM python:3.11//把 requirement.txt複製到container中COPY requirement.txt requirement.txt// 執行pip install 指令RUN pip install -r requirem......

Posted by BO-CHENG SU on 2023-09-11

【論文研讀】Action recognition of construction workers under occlusion

Action recognition of construction workers under occlusion Journal reference: Journal of Building Engineering (VOL.45, January 2022) Authors: Ziqi Li, Dongsheng Li Github: None 論文連結: Action recog......

Posted by David Chen on 2023-09-05

【實驗室資源】Simslab-server使用指南

伺服器位置上面那台 localhost : simslab-server@140.118.1.26 可以用ssh直接從外網連下面那台(有GPU) localhost : simslab@192.168.1.193 只能從實驗室內網連線或者使用上面那台當作跳板（詳見下面的跳板章節）常用命令 ssh連線 ssh ==> 連線到指定的loaclhost ssh simslab-s......

Posted by David Chen on 2023-08-22

【論文研讀】MMNet - A Model-Based Multimodal Networkfor Human Action Recognition in RGB-D Videos

MMNet: A Model-Based Multimodal Network for Human Action Recognition in RGB-D Videos Journal reference: IEEE Transactions on Pattern Analysis and Machine Intelligence (VOL.45, NO.3, MARCH 2023) A......

Posted by Frances Kao on 2023-08-22