You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
20 lines
794 B
Python
20 lines
794 B
Python
import torch
|
|
|
|
from imaginairy.vendored.facexlib.utils import load_file_from_url
|
|
from .arcface_arch import Backbone
|
|
|
|
|
|
def init_recognition_model(model_name, half=False, device='cuda', model_rootpath=None):
|
|
if model_name == 'arcface':
|
|
model = Backbone(num_layers=50, drop_ratio=0.6, mode='ir_se').to('cuda').eval()
|
|
model_url = 'https://github.com/xinntao/facexlib/releases/download/v0.1.0/recognition_arcface_ir_se50.pth'
|
|
else:
|
|
raise NotImplementedError(f'{model_name} is not implemented.')
|
|
|
|
model_path = load_file_from_url(
|
|
url=model_url, model_dir='facexlib/weights', progress=True, file_name=None, save_dir=model_rootpath)
|
|
model.load_state_dict(torch.load(model_path), strict=True)
|
|
model.eval()
|
|
model = model.to(device)
|
|
return model
|