1b87a98261
## 主要更新 - ✨ 更新所有依赖到最新稳定版本 - 📝 添加详细的项目文档和模型推荐 - 🔧 配置 VSCode Cloud Studio 预览功能 - 🐛 修复 PyTorch API 弃用警告 ## 依赖更新 - diffusers: 0.27.2 → 0.35.2 - gradio: 4.21.0 → 5.46.0 - peft: 0.7.1 → 0.18.0 - Pillow: 9.5.0 → 11.3.0 - fastapi: 0.108.0 → 0.116.2 ## 新增文件 - CLAUDE.md - 项目架构和开发指南 - UPGRADE_NOTES.md - 详细的升级说明 - .vscode/preview.yml - 预览配置 - .vscode/LAUNCH_GUIDE.md - 启动指南 - .gitignore - 更新的忽略规则 ## 代码修复 - 修复 iopaint/model/ldm.py 中的 torch.cuda.amp.autocast() 弃用警告 ## 文档更新 - README.md - 添加模型推荐和使用指南 - 完整的项目源码（iopaint/） - Web 前端源码（web_app/） 🤖 Generated with Claude Code
59 lines
1.7 KiB
Python
59 lines
1.7 KiB
Python
import cv2
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import pytest
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from PIL import Image
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from iopaint.helper import encode_pil_to_base64
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from iopaint.model_manager import ModelManager
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from iopaint.schema import HDStrategy
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from iopaint.tests.utils import (
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current_dir,
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get_config,
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get_data,
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save_dir,
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check_device,
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)
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model_name = "Fantasy-Studio/Paint-by-Example"
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def assert_equal(
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model,
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config,
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save_name: str,
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fx: float = 1,
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fy: float = 1,
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img_p=current_dir / "overture-creations-5sI6fQgYIuo.png",
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mask_p=current_dir / "overture-creations-5sI6fQgYIuo_mask.png",
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example_p=current_dir / "bunny.jpeg",
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):
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img, mask = get_data(fx=fx, fy=fy, img_p=img_p, mask_p=mask_p)
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example_image = cv2.imread(str(example_p))
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example_image = cv2.cvtColor(example_image, cv2.COLOR_BGRA2RGB)
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example_image = cv2.resize(
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example_image, None, fx=fx, fy=fy, interpolation=cv2.INTER_AREA
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)
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print(f"Input image shape: {img.shape}, example_image: {example_image.shape}")
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config.paint_by_example_example_image = encode_pil_to_base64(
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Image.fromarray(example_image), 100, {}
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).decode("utf-8")
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res = model(img, mask, config)
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cv2.imwrite(str(save_dir / save_name), res)
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@pytest.mark.parametrize("device", ["cuda", "mps", "cpu"])
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def test_paint_by_example(device):
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sd_steps = check_device(device)
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model = ModelManager(name=model_name, device=device, disable_nsfw=True)
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cfg = get_config(strategy=HDStrategy.ORIGINAL, sd_steps=sd_steps)
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assert_equal(
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model,
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cfg,
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f"paint_by_example_device_{device}.png",
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img_p=current_dir / "overture-creations-5sI6fQgYIuo.png",
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mask_p=current_dir / "overture-creations-5sI6fQgYIuo_mask.png",
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fy=0.9,
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fx=1.3,
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)
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