jhj0517 commited on
Commit
87ec96b
1 Parent(s): 4cfbecc

Add test codes

Browse files
tests/test_config.py ADDED
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+ from PIL import Image, ImageChops
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+ import requests
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+ import os
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+ import torch
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+ import functools
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+ import numpy as np
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+
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+ from modules.utils.paths import *
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+
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+
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+ TEST_IMAGE_URL = "https://github.com/microsoft/onnxjs-demo/raw/master/src/assets/EmotionSampleImages/sad_baby.jpg"
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+ TEST_IMAGE_PATH = os.path.join(PROJECT_ROOT_DIR, "tests", "test.png")
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+ TEST_EXPRESSION_OUTPUT_PATH = os.path.join(PROJECT_ROOT_DIR, "tests", "edited_expression.png")
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+ TEST_EXPRESSION_AAA = 100
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+
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+
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+ def download_image(url, path):
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+ if os.path.exists(path):
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+ return
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+
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+ response = requests.get(url, stream=True)
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+ if response.status_code == 200:
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+ with open(path, 'wb') as file:
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+ for chunk in response.iter_content(1024):
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+ file.write(chunk)
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+ print(f"Image successfully downloaded to {path}")
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+ else:
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+ raise Exception(f"Failed to download image. Status code: {response.status_code}")
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+
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+
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+ def are_images_different(image1_path: str, image2_path: str):
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+ image1 = Image.open(image1_path)
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+ image2 = Image.open(image2_path)
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+
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+ diff = ImageChops.difference(image1, image2)
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+
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+ if diff.getbbox() is None:
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+ return False
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+ else:
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+ return True
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+
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+
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+ @functools.lru_cache
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+ def is_cuda_available():
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+ return torch.cuda.is_available()
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+
tests/test_expression_editing.py ADDED
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+ import os
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+ import pytest
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+
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+ from test_config import *
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+ from modules.live_portrait.live_portrait_inferencer import LivePortraitInferencer
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+ from modules.utils.image_helper import save_image
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+
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+
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+ @pytest.mark.parametrize(
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+ "input_image,aaa",
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+ [
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+ (TEST_IMAGE_PATH, TEST_EXPRESSION_AAA),
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+ ]
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+ )
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+ def test_expression_editing(
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+ input_image: str,
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+ aaa: int
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+ ):
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+ if not os.path.exists(TEST_IMAGE_PATH):
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+ download_image(
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+ TEST_IMAGE_URL,
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+ TEST_IMAGE_PATH
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+ )
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+
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+ inferencer = LivePortraitInferencer()
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+
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+ edited_expression = inferencer.edit_expression(
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+ src_image=input_image,
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+ aaa=aaa
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+ )
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+ save_image(numpy_array=edited_expression, output_path=TEST_EXPRESSION_OUTPUT_PATH)
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+
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+ assert os.path.exists(TEST_EXPRESSION_OUTPUT_PATH)
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+ assert are_images_different(input_image, TEST_EXPRESSION_OUTPUT_PATH)