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some cleaning and add exporting

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harisreedhar
2025-03-11 14:43:03 +01:00
committed by henryruhs
parent 798ba48a52
commit d018dd0633
4 changed files with 48 additions and 18 deletions
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face_swapper/src/exporting.py
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import configparser
from os import makedirs
import torch
from .generator import AdaptiveEmbeddingIntegrationNetwork
CONFIG = configparser.ConfigParser()
CONFIG.read('config.ini')
def export() -> None:
directory_path = CONFIG.get('exporting', 'directory_path')
source_path = CONFIG.get('exporting', 'source_path')
target_path = CONFIG.get('exporting', 'target_path')
opset_version = CONFIG.getint('exporting', 'opset_version')
makedirs(directory_path, exist_ok = True)
state_dict = torch.load(source_path, map_location = 'cpu')['state_dict']['generator']
model = AdaptiveEmbeddingIntegrationNetwork(512, 2)
model.load_state_dict(state_dict)
model.eval()
source_tensor = torch.randn(1, 512)
target_tensor = torch.randn(1, 3, 256, 256)
torch.onnx.export(model, (target_tensor, source_tensor), target_path, input_names = [ 'target', 'source' ], output_names = [ 'output' ], opset_version = opset_version)