jhj0517
commited on
Commit
•
87ec96b
1
Parent(s):
4cfbecc
Add test codes
Browse files- tests/test_config.py +46 -0
- tests/test_expression_editing.py +34 -0
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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from modules.utils.paths import *
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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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def download_image(url, path):
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if os.path.exists(path):
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return
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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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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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diff = ImageChops.difference(image1, image2)
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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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@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
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import os
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import pytest
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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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@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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inferencer = LivePortraitInferencer()
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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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assert os.path.exists(TEST_EXPRESSION_OUTPUT_PATH)
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assert are_images_different(input_image, TEST_EXPRESSION_OUTPUT_PATH)
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