Patty WuDeep Sort論文筆記:SIMPLE ONLINE AND REALTIME TRACKING WITH A DEEP ASSOCIATION METRICDeep Sort:基於Sort改良遮擋、ID Switch問題的object tracking算法。Apr 3, 2021Apr 3, 2021
Patty WuPPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection 論文筆記CVPR2020。研究Action Recognition論文時,發現Human-Object-Interaction領域,簡稱HOI。HOI的output是:主詞(S) + 動詞(V) + 。受詞(O)。而PPDM號稱是第一個real-time的HOI…Dec 9, 2020Dec 9, 2020
Patty Wu深度學習優化器Ranger: a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and…都2020了,不要再用Adam,請改用Ranger:RAdam+Gradient+GC。Nov 20, 2020Nov 20, 2020
Patty WuRAdam Oprimizer: Rectified Adam. 自動warmup版的Adam優化器RAdam Optimizer: ON THE VARIANCE OF THE ADAPTIVE LEARNING RATE AND BEYOND論文筆記Nov 18, 2020Nov 18, 2020
Patty WuYolov4筆記:Optimal Speed and Accuracy of Object DetectionYolov4與v3相比,在AP與速度上提升了10%和12%,這篇文章紀錄一些yolov4的創新點。Oct 9, 2020Oct 9, 2020
Patty WuFairMOT:A simple Baseline for Multi-Object Tracking 論文筆記最近在研究MOT (multi-object tracking)的方法,比較有名的大概就是deep sort之類的2階段模型,先進行object detection再reID。Aug 27, 2020Aug 27, 2020
Patty WuJetson Xavier NX Developer Kit — 如何clone與multi-flash SD image工作需求,需要快速佈署AI程式到多台Jetson Xavier NX Developer Kit中,使用的是SD card。Aug 19, 20201Aug 19, 20201
Patty Wu如何讓Jetson Xavier NX Developer Kit進入Recovery Mode工作關係剛好接觸到NX,不過比起Nano、TX2,NX在網路上討論較少些。首先可以參考官方提供的User…Aug 14, 2020Aug 14, 2020