Ko model taƴoowo on-device yiyata

By Technical specialist

Model taƴoowo e kaɓirgal yiyataa neɗɗo, paɗe, jawdi, walla jappeere e nder maanaa aadee. Ina heɓa limre natal ngal e hiisaaji, piksel e piksel, hol nokkuuji potɗi jeyeede e toɓɓere mawnde ndee. Yahdu maggal nafoore ko mask : kartal grayscale baawngal wonde laawol laaɓtungol njeñtudi ndii.

Ndeen ceertugol ina fammina njaaweeki taƴe otooji e keerol mum en. Model oo ina waawi huutoraade paandaale yiyteede janngeteeɗe e nder heblo, kono o anndaa anniya maa. Huunde tiiɗnde sara cakkital ina waawi nanndude e nafoore ; rimre gilaas ɓuuɓnde walla ɓuuɓri ɓuuɓndi ina waawi nanndude e caggal.

Gila e fiilngo natal haa e naatgol moodel

Fiilde nde cuɓ-ɗaa ko adii fof ina foti dekode. Foto ɓuuɓɗo rewataa e moodel oo no bolol bayte fiilngo nii. Feerorde ndee waylata ɗum ko e pikseluuji jogiiɗi njaajeendi, toowndi, e nafooje colour.

Ndeen tuugnorgal innde ina feewna naatgol mawngol no moodel nii. Fawii ko e mbaadi e sahaa doggol, peewnugol ina waawi wonde :

• waylude njaajeendi natal dekodirngal ngal e dimensiyoŋaaji ɗi moodel oo ɗaminii ɗii ;
• yuɓɓinde nafooje boɗeeje, ɓaleeje, e daneeje ko wayi no laabi limooje ;
• ƴellitde walla normaliseede ɗeen nafooje ;
• paaspooruuji ɗi e nder tensor, woni mbaadi array kuutorteendi e sahaa doggol inference.

Dimensiyonji laaɓtuɗi e kuule normalisaasiyoŋ njeyaa ko e kuutoragol moodel. Toɓɓere gollal teeŋtunde ko wonde inference ina heewi golloraade ko e mbaydi peewniindi, wonaa e kala pixel source e mawneeki mum adanki.

Easy Background Remover ina dogna ndee feere ƴeewndo e nder feerorde tawa ina waɗi mbaadi peccitagol e nder kaɓirgol. Fiilde moodel ndee ina waawi haajuuji ƴetteede ko adii taƴre adannde ndee, kono laawol gollorgol natal ngal ina waɗi ko ina heddoo e nokku so moodel oo hesɗiima. Model download ko ɗaɓɓaande jawdi; wonaa huunde wootere e neldude foto cuɓaaɗo ngam ƴeewndaade to woɗɗi.

Yahdu nduu ko mask nannduɗo e hoolaare

Kala nokku e nder yaltinnde mum, moodel oo ina yaltina nafoore nde waawi firteede ko ɓuri nanndude e fannu walla ko ɓuri nanndude e background. Ina waɗi nafoore siftinde ɗum no natal grayscale nii:

• daneejo firti ko jogaade oo nokku ;
• ɓaleejo firti ko ittude oo nokku ;
• gray firti ko ɓuuɓri feccere walla ŋakkeende hoolaare sara ŋoral.

Feerorde ndee waylata ndeen yaltinnde e mask alfa golloowo. Pixelji colour asliiji ɗii ina mbaawi ndeen hawreede e dow alluwal ƴeewndo, fillo tiiɗngo, gradient, walla natal goɗngal. Eksport laaɓtuɗo ina moofta mask oo no alfa nii wonaa pentugol alluwal ƴeewndo e nder fiilngo ngoo.

Nafooje softuɗe ina njogii nafoore. So tawii kala nafoore mask doole ɗoon e ɗoon e ɓaleejo walla boɗeejo laaɓɗo, gaasa, ɓuuɓri, fiɓnde mbaydi, ɓuuɓri dille, e geɗe defocused maa won ko tiiɗi no feewi. Alfa feccere ina waawi hisnude mbayliigu ɓurngu yooɗde. Ina waawi kadi feeñninde colour fringe ummoraade e background ɓooyɗo, ko ɗum waɗi njeñtudi ndii ina foti ƴeewteede haa jooni.

Hol ko woni seedeeji yiyteede ballooji model o

Model segmentation ina waawi ƴettude ko ɓuri teskuya gooto e sahaa gooto. Ko heewi e nate tiiɗɗe ina mbaɗi :

• luural hakkunde fannu e mbaydi ;
• keeri jokkondirɗi e sara huunde doolnunde ;
• jillondirɗe ganndaaɗe e mbaadi, mbaydi, e darnde ;
• nate luggiɗe ko wayi no ceertugol focus ;
• diiwanuuji ɗi njiylotoo ko jeyaaɗi e gootum.

Hay heen gootal e ɗeeɗoo teskuyaaji wonaa gartirgol. Jaket niɓɓo e dow mahol niɓɓol ina rokka keeri cemmbinɗi. Koɗorɗe jogiiɗe ɓulli ɓutti ina mbaawi jogaade nokkuuji caggal nannduɗi e huunde ndee. Backdrop patterned ina waawi haɓtaade toɓɓere tigi-rigi ngam heɓde hakkille.

Model oo ina waɗa limto ɓurngo moƴƴude e pixelji keɓaaɗi ɗii. Nde waawaa heɓtude detal ngal natal ngal meeɗaa nanngeede.

Ko moodel anndaa

Model oo anndaa otomatik hol huunde nde njiɗno-ɗaa jogaade so tawii fannuuji keewɗi ina ngoodi. Nde anndaa wonde gilaas yarde laaɓɗo ina jogii nafoore to bannge njulaagu, wonde ɗowdi ina foti heddaade ngam goonga, walla wonde jokkol tokosol jeyaa ko e saak.

Kadi nde heɓataa mbaydi suuɗndi toowndi e ƴoogirde ɓuuɓnde. Blokeeji ɓuuɓɗi, teeŋtuɗi taƴaaɗi, ɓuuɓgol dille, e defte tokoose no feewi ina kaɗa hujjaaji keɓaaɗi ɗii. Ɓeydude zoom ƴeewndo ina addana pikseluuji mawnude e ekran ; ɗum sosataa kabaruuji ŋakkuɗi.

Ko ɗum waɗi « AI yiyti ɗum » e « edge ina heddii e yaltinde » ko wiyde ina seerti. Detection fuɗɗotoo ko waylude. Review ina joofna ɗum.

Ko waɗi detaayuuji ɓutti e laaɓtuɗi ina caɗti

Geɗe ɓutte ina njogii piksel seeɗa. So natal waylaama njaajeendi ngam ƴeewndaade, ɓoggol piksel gootol walla ɓoggol gaasa ina waawi hawreede e caggal mum. Geɗe laaɓtuɗe ina caɗti sabu daliilu goɗɗo : mbaydi mum en yiyteteendi ina jeyaa e ko woni caggal ɓooyɗo. Keeri ɗii ina mbaawi laaɓtude e neɗɗo paamɗo huunde ndee, tawa noon mbaydi pixel ndii ina heddii e laaɓtude.

Ɗuuɗi softuɗi ina mbaɗa ŋakkeende laaɓtunde anniya. Damal maɓɓe yaajngal ina ɓuuɓta seeɗa seeɗa, alaa taƴre wootere laaɓtunde. Waɗde ɗowdi timmundi ina waawi nanndude e nature e dow fondo nannduɗo kono dirtuɗo e dow fillo keso jalboowo. Ittugol ngol ina waawi waɗde haala kaa wayi ko no ɓuuɓri nii.

Ɗee ko caɗeele ñaawoore no caɗeele moodel nii.

Mask model, mask golloowo, e mask eksport

Ina wallita e seerndude daaɗe tati :

1. Mask moodel: ko limto otomatik ngartiraaɗo e innde.
2. Mask golloowo: mask holliraaɗo e nder editor caggal kala moƴƴitingol Add walla Erase.
3. Mask eksport: mask golloowo kuutorteeɗo so njeñtudi jooni ndii ƴettaama walla ƴettaama.

E nder Easy Background Remover, laaɓtugol broos ina wayla mask golloowo. Eksport huutortoo ko njeñtudi baylaandi jooni ndii, wonaa ruttaade e mask otomatik mo memotaako e nder deeƴre. Ɗuum ina addana moodel oo jogaade seerndude yaajnde tawa aɗa feewna defte fawaade e anniya.

Yiyngo hollirngo ngoo ina waawi ƴeewteede ngam yahdude e bayyinoowo oo. Ngal mawneeki hollito wonaa peeje koolniiɗe e detal nder mask. Janngu Njaajeendi mask vs njaajeendi yiyngo ngam seerndude.

Innde nokkuure ina jogii haa jooni ɗaɗol setup

Doggol moodel e kaɓirgol ina ɗaɓɓi teddeendi moodel e sahaa doggol feerorde jokkondirnde. Teddeendi ndii ɓuri kodde interface gaadoraaɗe ɗee mawnude no feewi, ko ɗum waɗi loowde kala ko woni e kala udditgol editor ina wona ko bonnata. Joɗnde adannde ina waawi ƴettude e mooftude moodel oo ; caggal ɗuum jonɗe gaadoraaɗe ina mbaawi huutoraade ɗum kadi.

Ko waɗi dogdu adanndu ina ƴetta moodel ina fammina oon keeri tawa jiiɓaani ƴettugol jawdi moodel e ƴettugol foto. Inference teeŋtuɗo kadi ina doga e jokkorgal mawngal ; ƴeew Baɗɗiiɗi golloraade natal Gollotooɗo Web.

Laawol gollorgol ngam ñaawde njeñtudi ndii

Hoto ƴeewto tan ko hakkunde toɓɓere ndee. Ƴeewto mask ɗo hujjaaji ɓuri famɗude:

• gaasa, ƴiye, ƴiye, e fiɓnde mbaydi ;
• gilaaɗe, jolɗe, ɓoggi, e jolɗe ɓutte ;
• geɗe ɗe mbaydi mum en famɗi ;
• huunde semi-laaɓnde ;
• jokkondiral e mbaydiiji ;
• ŋoral ɗo mbaydi ɓaleeri ɓooyndi ina waawi heddaade.

Yiylo njeñtudi ndii e dow fonngo lewlewndu e niɓɓo so tawii joofnirde sakkitiinde ndee anndaaka. Halo ɓaleejo ina waawi majjude e ɓaleejo, ina laaɓa e ɓaleejo. Ndeen laaɓtin tan nokkuuji baɗɗi kuutoragol yiɗde.

Segmentation automatique ɓuri nafoore so tawii ko paaspoor gadano tiiɗɗo, wonaa haala paamondiral timmungal. Ngam ƴeewde taƴre nokkuure timmunde e doggol laaɓtungol, ƴeew Fuɗɗoode.