Gwara reVisual AI

Nzvimbo-Yakavakirwa CNNs

Nharaunda-yakavakirwa CNNs inoona zvinhu nekugadzira matunhu evamiriri uye kuaisa mumapoka kana kunatsa.

Teerera kugwaro iriAI-yakarondedzerwa · ~2 min

Tanga kuverengaTora mubvunzo
Pa peji ino2 min verenga
  1. Pfupiso
  2. Kudzika Kwakadzika
  3. Kuitwa muNyika yeChokwadi
  4. Ramangwana reNzvimbo-Yakavakirwa CNNs
  5. Kuzvishandisa
  6. Ramba Uchiongorora
  7. Mibvunzo inowanzo bvunzwa

Pfupiso

Mhuri yakavapo kubva mukudzokororwa kwedunhu CNN kugadzirisa kune yakagovaniswa maficha uye mazano akadzidza.

Kudzika Kwakadzika

R-CNN yakaunza pombi inoshandisa CNN kudunhu rega rega. Inokurumidza R-CNN inoverengera yakagovaniswa mepu yemifananidzo uye madziva anomiririra yedunhu rega rega. Inokurumidza R-CNN inotsiva yekunze Sarudzo Kutsvaga neyakadzidzwa Dunhu Proposal Network. Mask R-CNN inowedzera Nekukurumidza R-CNN ine yakafanana mask-yekufanotaura bazi. Mapepa anoshuma mhedzisiro pane yavo chaiyo dataset uye marongero; kukurumidza kana kuenzanisa kwekuenzanisa hakufanirwe kuve kwakajairwa pane zvese zvinoshandiswa. Mask R-CNN's multi-task chinangwa chinosanganisa kupatsanura, bhokisi-kudzoreredza, uye kurasikirwa kwemaski. Inosumawo RoIAlign kudzivirira kurongeka kwehuwandu mukubatanidzwa kweRoI, kuchengetedza kurongeka kwenzvimbo yekufanotaura kwemaski.

Kuitwa muNyika yeChokwadi

Iyo Inokurumidza R-CNN modhi inokurudzira mabhokisi evamiriri uye nekuakwenenzvera.

Mask R-CNN inofanotaura masiki echinhu kuwedzera kumabhokisi.

Mugadziri anofananidza ma detectors pane imwe dataset uye hardware setup.

Muongorori anoshandisa RoI kusanganisa kana kurongeka kumepu yedunhu maficha kune yakamisikidzwa inomiririra.

Ramangwana reNzvimbo-Yakavakirwa CNNs

Single-stage, two-stage, uye transformer-based detectors inoramba ichishanduka. Sarudza zvichibva pane akayerwa basa rinodiwa kwete kufungidzirwa kwepasirese chokwadi kana latency chinzvimbo.

Kuzvishandisa

Nei zvichikosha

  • Kumhanya uye chiyero. Visual AI inogona kuita otomatiki yekuongorora, yekuona, uye yekumaka mabasa pachiyero.
  • Vaka sarudzo. Zvikwata zvekugadzira zvinogona prototype pfungwa nekukurumidza nekudzokororwa kwemaoko mashoma.
  • Team uye workflow. Mashandisirwo anogona kushandisa masaini emifananidzo nemavhidhiyo ayo aimbove akaoma kugadzirisa.

Chenjera

  • Kodzero dzemifananidzo uye kubvumirwa kunogona kuve njodzi dzepamutemo kana provenance isina kujeka.
  • Kuita kwemuenzaniso kunogona kusiyanisa kupenya, huwandu hwevanhu, uye nharaunda.
  • Manyepo enhema anogona kusacherechedzwa kunze kwekunge zvikumbaridzo zvekuvimba zvikatariswa.

Matanho anotevera

  1. Tsanangura maitiro ekugamuchirwa echokwadi, kurangarira, uye mutengo wekukanganisa.
  2. Edzai nedata rinoenderana nemamiriro chaiwo ekugadzira.
  3. Wedzera ongororo yemunhu kune yakaderera-kusavimbika kana yakakwirira-inokanganisa kufanotaura.
  4. Tevera modhi kudonha uye simbisa mushure mekuchinja kwekamera kana dataset.

Ramba Uchiongorora

Kuona kweKomputa

Nzwisisa masisitimu epasi anopa simba kuona AI.Verenga Guide

AI Kugadzira mifananidzo

Ongorora kugadzira mafambiro uye modhi tradeoffs.Verenga Guide

Tsamba yemahara

Tora iyo yemazuva ese AI pfupiso

Nhatu dzakasimbiswa dzeAI nyaya mangwanani ega ega pakati pevhiki, dzakanyorwa neChirungu chakajeka. Yemahara zvachose, hapana ads.

Imwe email zuva rega rega revhiki. Bvisa kunyoresa kamwe chete. Hatimbotengese kana kugovera kero yako.

Zviedze iwe pachako

Take the Region-Based CNNs quiz

Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.

Tanga mibvunzo

Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo

Mibvunzo inowanzo bvunzwa

Chii chinonzi Region-Based CNNs?

Nharaunda-yakavakirwa CNNs inoona zvinhu nekugadzira matunhu evanokwikwidza uye kuaisa mumapoka kana kunatsa. Mhuri yakavapo kubva mukudzokororwa kwedunhu CNN kugadzirisa kune yakagovaniswa maficha uye mazano akadzidza.

Ndeipi pfungwa huru yedunhu-yakavakirwa CNN?

R-CNNs inokurudzira matunhu anogona kunge aine zvinhu, wobva wamhanyisa CNN kurongedza dunhu rega rega uye kunatsa bhokisi rayo rinosungirirwa.

Nei yepakutanga R-CNN yaidhura zvakanyanya?

Yekutanga R-CNN yakazvimiririra inogadzirisa dunhu rega rega kuburikidza neCNN.

Chii chakaunzwa neFaster R-CNN kutsiva Selective Search?

Nekukurumidza R-CNN yakaunza yakadzidza Region Proposal Network, ichiita chirevo chechizvarwa chikamu chetiweki inodzidziswa uye nekukurumidza.

Ko RoI pooling inoita sei?

RoI yekuunganidza inobvisa yakagadziriswa-saizi maficha magidhi kubva kune imwechete yakagovaniswa mepu padunhu, kudzivirira kudzokororwa uye kukurumidza kuona.

Ndeupi humwe hunyanzvi hunowedzera Mask R-CNN?

Mask R-CNN inowedzera Kukurumidza R-CNN nekufanotaura chaiyo pixel-level mask yechinhu chimwe nechimwe, ichigonesa chikamu chemuenzaniso.

Ramba uchidzidza

Mazano anoenderana

Mamwe madhairekitori akasarudzirwa nyaya iyi

Wana chitupa cheAI chemaharaKosi pfupi yemahara nebvunzo. Hapana mutengo, hapana kadhi. Inoda kusvika maawa 2.5.Tanga mahara →