DeepDetect thiab LiveDetect los ua cov txheej txheem xa dej hauv zos nrog kev kawm tob

Dhuav kawg

DeepDetect yog software dawb tsim los ntawm JoliBrain, lawv lub hom phiaj yog ua kom cov kev nrhav tshiab tau nkag mus thiab siv tau rau hauv kev kawm tob (kev kawm tob) nkag mus tau zoo li ntxiv rau kev cia ua ke ntawm kev siv.

Dhuav kawg muaj ob qhov kev pab pub dawb: ib tug yog ib lub server sau hauv C ++ 11 nrog qib REST, uas tso cai nkag mus rau qhov pib Caffe, Caffe2, Tensorflow, Dlib, NCNN, thiab lwm yam chaw qiv. Lwm qhov yog lub web platform los cob qhia, sib sau ua ke thiab siv koj cov qauv ua raws li kab ntawv me me snippets.

Tsis siv neeg tshwm sim kuaj los ntawm cov cim lub sij hawm series muaj dav thov. Cov tsoos nrhiav txoj kevs kuaj xyuas cov xwm txheej feem ntau los ntawm kev siv kev sib thooj thiab sib txheeb ntawm cov ntaub ntawv.

Cov hau kev no tuaj yeem ua tsis tau zoo thiab tsim kev muaj peev xwm. Xyoo tsis ntev los no, kev qhia siv tshuab ua tshuab tau hloov pauv ntau txoj kev tshawb fawb thiab tsim txuj ci.

Hauv tshwj xeeb, qhov kev ua tau zoo ntawm cov khoom tshawb pom hauv 2-D cov ntaub ntawv duab tau ua kom zoo dua qub vim sib sib zog nqus neural network.

Txog ntawm DeepDetect platform

Dhuav kawg siv kev txhawb nqa rau kev saib xyuas thiab tsis muaj kev kawm tob txog cov duab, cov ntawv sau thiab lwm yam ntaub ntawv, nrog kev ua kom pom tseeb ntawm kev yooj yim thiab yooj yim ntawm kev siv, kuaj thiab txuas nrog rau cov ntawv thov uas twb muaj lawm.

Nws txhawb kev faib tawm, kwv tij nrhiav kom pom, cais cais, cais tawm, pib kho tsheb, thiab ntau yam ntxiv.

Ntawm nws cov yam ntxwv tseem ceeb yog

  • Qib siab API rau kev kawm tshuab thiab kev kawm tob
  • txhawb rau Caffe, Tensorflow, XGBoost thiab T-SNE
  • Kev faib tawm, regression, autoencoders, kuaj pom khoom, cais tawm.
  • JSON kev sib txuas lus hom ntawv
  • tej thaj chaw deb sej neeg qiv
  • Dedicated server nrog kev txhawb nqa rau asynchronous kev kawm hu.
  • Kev ua haujlwm siab, tau txais txiaj ntsig los ntawm ntau tus tub ntxhais CPU thiab GPU
  • built-in kev zoo sib thooj tshawb ntawm neural embeds
  • Connector los lis cov ntaub ntawv CSV nrog cov peev txheej ua ntej
  • Connector los lis cov ntawv sau, kab lus thiab qauv cim raws qauv.
  • Txuas txuas rau kov cov SVM cov ntaub ntawv hom ntawv rau cov ntaub ntawv sib luag
  • tsis muaj kev vam khom thiab kev sib koom ua ke ntawm lub chaw khaws ntaub ntawv, txhua cov ntaub ntawv thiab cov kev txwv ntawm tus qauv ncaav thiab muaj los ntawm cov kab ke ua ke
  • Saj zawg zog template tawm cov qauv los ua kom yooj yim txuas rau cov ntawv thov sab nraud
  • Txhawb nqa kev sib suav suav thiab kev ua haujlwm ntawm GPU thiab CPU.

Txog LiveDetect

LiveDetect yog ib qho khoom siv coj los ua kom yooj yim cov txheej txheem xa cov dej vis dis aus nrog rau kev kawm tobCov. Txoj cai nyeem cov duab nyob ntawm lub koob yees duab thiab ua txhua kab nrog DeepDetect.

Kev siv qhov tseeb ntawm kev siv cov neeg siv DeepDetect nrog LiveDetect:

  • Kev nyab xeeb ntawm thaj chaw thiab thaj chaw soj ntsuam.
  • OCR lub tsheb tso npe rau hauv chaw nres tsheb.
  • Kev txheeb xyuas ntawm cov tsis xws luag hauv cov khoom tsim precision.

Yuav ua li cas rau nruab DeepDetect ntawm Raspberry pi?

DeepDetect tuaj yeem ntsia tau rau ntau lub platform sib txawv (ob qho tib si servers, computers, laptops thiab txawm tias Raspberry Pi).

Los ntawm cov vev xaib ntawm DeepDetect peb tuaj yeem ua tau nrhiav cov lus qhia installation rau txhua lub platform txhawb kev.

Hauv qhov no, Peb yuav nruab DeepDetect ntawm peb Raspberry Pi, nrog NCNN rov qab-kawg thiab LiveDetect, ib qho khoom siv muab los ntawm DeepDetect ecosystem rau kev ua yeeb yaj duab video. Qhov no tso cai rau peb kuaj cov khoom hauv lub sijhawm thiab pom lawv.

Cov kawm ua ntej kev kawm sib sib zog nqus ua qauv muaj rau desktop thiab kos ua ke zoo ib yam li Raspberry Pi.

Txhawm rau nruab DeepDetect server ntawm daim Raspberry Pi, Peb yuav siv Docker rau kev yoojyim thiab kev ua haujlwm zoo.

Tshooj lej:
Yuav ua li cas rau nruab Docker ntawm Raspberry pi nrog Raspbian?

Thawj yam peb yuav tsum yog tsim daim nplaub tshev rau DeepDetect Docker Thawv, peb ua qhov no los ntawm kev qhib lub davhlau ya nyob twg thiab kev coj ua hauv nws:

mkdir $HOME/models
docker pull jolibrain/deepdetect_ncnn_pi3
docker run -d -p 8080:8080 -v $HOME/models:/opt/models jolibrain/deepdetect_ncnn_pi3
sudo apt-get install libjpeg-dev

Tam sim no peb mus rub tawm LiveDetect thiab nruab:
wget https://github.com/jolibrain/livedetect/releases/download/1.0.1/livedetect-rpi3
./livedetect-rpi3 \
--port 8080 \
--host 127.0.0.1 \
--mllib ncnn \
--width 300 --height 300 \
--detection \
--create --repository /opt/models/voc/ \
--init "https://www.deepdetect.com/models/init/ncnn/squeezenet_ssd_voc_ncnn_300x300.tar.gz" \
--confidence 0.3 \
-v INFO \
-P "0.0.0.0:8888" \
--service voc \
--nclasses 21

Kev tshaj tawm yog muaj nyob ntawm http: // localhost: 8888 nruab nrab ntawm ob thiab peb ntas ntawm video ib ob (FPS).

Yog tias koj xav ua kom muaj LiveDetect ntawm koj lub koos pij tawj duab, koj tuaj yeem nrhiav cov lus txib nrog rau ntau cov ntaub ntawv thiab cov qauv nrog LiveDetect muaj nyob ntawm GitHub.

Qhov link yog qhov no.


Cov ntsiab lus ntawm tsab xov xwm ua raws li peb cov ntsiab cai ntawm kev tswj hwm kev ncaj nceesCov. Tshaj tawm ib qho yuam kev nyem no.

Yog thawj tus tuaj tawm tswv yim

Tso koj saib

Koj email chaw nyob yuav tsis tsum luam tawm.

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  1. Lub luag haujlwm rau cov ntaub ntawv: Miguel Ángel Gatón
  2. Lub hom phiaj ntawm cov ntaub ntawv: Tswj SPAM, kev tswj xyuas tawm tswv yim.
  3. Sau raws cai: Koj kev tso cai
  4. Kev sib txuas lus ntawm cov ntaub ntawv: Cov ntaub ntawv yuav tsis raug xa mus rau lwm tus neeg thib peb tsuas yog los ntawm kev txiav txim siab raug cai.
  5. Cov ntaub ntawv khaws cia: Cov Ntaub Ntawv khaws tseg los ntawm Occentus Networks (EU)
  6. Txoj Cai: Txhua lub sijhawm koj tuaj yeem txwv, rov qab thiab tshem tawm koj cov ntaub ntawv.

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