On-device model kan-run download kyerɛkyerɛɛ mu

By Technical specialist

Bere a edi kan a wode Easy Background Remover bedi dwuma no, ebia wubehu twɛn bere tiaa bi bere a on-device AI model bi retwe. Saa bere no ma nkurɔfo adwene tu fra efisɛ wɔasi ade no atwa ** mpɔtam hɔ** cutouts ho ahyia.

Saa nokwasɛm abien no nhyia.

• a edi kan run betumi ahia model fael.
• da biara da akyi yiyi no woahyehye se ebetu mmirika wo wo browser mu wo akyi.

Nea “ɛhɔnom” kyerɛ wɔ ha

Local kyerɛ sɛ cutout loop — bue mfonini, yi akyi, siesie, export — wɔayɛ sɛ ɛbɛma pixel adwuma akɔ so wɔ browser tebea no mu sen sɛ wɔde mfonini biara bɛkɔ akyirikyiri cutout API.

Ɛnkyerɛ ɛnyɛ sɛ Chrome nka network no da. Extensions da so ara de wɔn ankasa agyapade load. Model download a edi kan a wɔde di dwuma no yɛ akyiri yi nhyiam ahorow a wɔbɛma ayɛ local no fã.

Nea enti a download bi si koraa

Nhwɛso a ɛwɔ mfiri so yɛ ade a wɔde di gua:

• a wode twetwe pɛnkoro (anaasɛ bere ne bere mu).
• afei san fa di dwuma fi cache mu ma akyiri yi sessions
• kakraa bi nti a wode mfoni a wotaa fa so mena server bi ma wonya inference

Ɛno yɛ soronko wɔ “mfonini biara a wode bɛto so bere biara” ho.

Nea ɛsɛ sɛ wohwɛ kwan

Osuahu a wɔtaa nya wɔ mmirikatu a edi kan mu:

1. Fa hyɛ mu na bue editor no.
2. Twɛn bere a model no retwe sɛ wonnya nyɛɛ cached a.
3. Di mfonini ahorow ho dwuma wɔ wo mpɔtam hɔ bere a model no aba akyi.
4. Akyiri yi nhyiam ahorow taa huruw bere tenten a wɔde twɛn bere a edi kan no.

Updates betumi akanyan download foforo sɛ model no sesa a.

Nea eyi nyɛ

Nea edi kan a wɔtwe no nyɛ:

• adansedie a ɛkyerɛ sɛ wɔde wo mfoni reto so ama cutout inference
• a ewo subscription gate ma mfonini biara
• a daa nkɔsoɔ spinner wɔ launch biara so

Sɛ akyiri yi nhyiam ahorow kɔ so di nkogu ansa na mfonini adwuma biara afi ase a, ɛno yɛ ɔhaw ahorow a wosiesie, ɛnyɛ sɛnea wɔyɛ no daa.

Nkyerɛkyerɛmu a mfaso wɔ so ma kokoam nsɛm ho nkɔmmɔbɔ

Sɛ obi bisa sɛ “so ɛyɛ mpɔtam hɔ?”, mmuae pɔtee ne sɛ:

• dwumadie no woahyehye se ebeye adwuma on-device wo browser no mu
• first launch betumi atwe model a ehia ma saa mpɔtam hɔ adwuma no
• tiawa local abakɔsɛm/cache suban betumi atra hɔ wɔ browser storage layer no mu

Saa nsɛmfua no mu da hɔ sen nsɛm a wɔka no koraa.

Mfomso a wɔtaa di

Mfomso 1: sɛ wobɛfa ntwamutam dwumadi biara sɛ “ɛnyɛ mpɔtam hɔ” .

Asset/model download ne per-image upload for inference yɛ nneyɛe ahorow.

Mfomso 2: fa no sɛ ɛsɛ sɛ launch biara san twe

Caching wɔ hɔ enti akyiri yi sessions betumi asan de model no adi dwuma.

Mfomsoɔ 3: wobɛhyɛ aseɛ ayɛ nsakraeɛ a emu yɛ duru wɔ berɛ a wɔreyɛ nhyehyɛeɛ a ɛdi kan a ɛnwie pɛyɛ

Ma model no nwie, afei susuw cutout quality ho.

Mfomso 4: afrafra nneɛma ho nsɛm a wɔka wɔ nkratafa nyinaa so

Ɛsɛ sɛ Home, Privacy, ne technical nkratafa no kɔ so yɛ pɛpɛɛpɛ wɔ saa aguadi yi ho.

Ntɛmntɛm pon

| Bere tiaa bi | Nea ɛtaa si | | | Nea edi kan a wɔde sii hɔ | Ɛbɛyɛ sɛ model download | | Akyiri yi a wɔde di dwuma kwa | Local cutout loop a ɛwɔ cached model | | Ntrɛwmu/nhwɛso foforo | Possible foforo download | | Mfonini a wɔde kɔ amannɔne | Local PNG download anaasɛ clipboard copy |

Sɛ wopɛ pipeline a ɛtrɛw no a, hwɛ Sɛnea mpɔtam hɔ akyi yiyi yɛ adwuma. Sɛ wopɛ ahotoso nsɛmfua a, hwɛ Kokoamsɛm ne mpɔtam hɔ dwumadie.