Vatsvagiri kubva kuMicrosoft neCentral China University nzira itsva yepamusoro-soro yekutevera zvinhu zvakawanda muvhidhiyo uchishandisa michina yekudzidza michina - FairMOT (Fair Multi-Object Tracking). Kodhi ine nzira yekushandisa yakavakirwa paPytorch uye mamodheru akadzidziswa paGitHub.
Nzira dzakawanda dziripo dzekutevera zvinhu dzinoshandisa nhanho mbiri, imwe neimwe inoitwa neyakasiyana neural network. Danho rekutanga rinoita modhi rekutsvaga zvinhu zvinofarirwa, uye nhanho yechipiri inoshandisa mubatanidzwa yekutsvaga modhi kuratidza zvakare zvinhu uye kuisa zvibatiso pazviri.
FairMOT inoshandisa nhanho imwe-yekuita yakavakirwa pane deformable convolutional neural network (, Deformable Convolutional Network), iyo inokutendera iwe kuti uwane kuwedzera kunoonekwa mukumhanya kwekutevera chinhu. FairMOT inoshanda isina zvibatiso, ichishandisa nzira yekuzivisazve kuona kudzorwa kwenzvimbo dzechinhu pamepu yechinhu chakanyanya-chaiyo. Mukufanana, processor inoitwa iyo inoongorora iyo yega maficha ezvinhu zvinogona kushandiswa kufanotaura kuzivikanwa kwavo, uye iyo huru module inoita kuchinjika kwezvinhu izvi kushandura zvinhu zvezviyero zvakasiyana.
Kudzidzisa modhi muFairMOT, musanganiswa wematanho matanhatu eruzhinji ekuona uye kutsvaga akashandiswa (ETH, CityPerson, CalTech, MOT17, CUHK-SYSU). Iyo modhi yakaedzwa pachishandiswa matest seti emavhidhiyo , , ΠΈ zvinopihwa neprojekiti uye kuvhara mamiriro akasiyana, kufamba kwekamera kana kutenderera, makona akasiyana ekuona. Kuedza kwakaratidza izvozvo
FairMOT inokurumidza kukwikwidza mienzaniso ΠΈ payakaedzwa pamafuremu makumi matatu pasekondi yemavhidhiyo erukova, ichiratidza mashandiro akakwana kuti uongorore mavhidhiyo anogara achiyerera panhunzi.
Source: opennet.ru