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.dockerignore

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+Dockerfile
+.dockerignore
+frontend/node_modules

README-ja.md

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+# Txt2Img Example
+
+[English](./README.md) | [日本語](./README-ja.md)
+
+<p align="center">
+  <img src="../../assets/demo_01.gif" width=80%>
+</p>
+
+StreamDiffusion を用いた GUI を提供します。
+入力プロンプトを変更すると、テキストから 4x4 の画像をリアルタイムに生成することができます。
+
+## 使用方法
+
+以下のコマンドを順番に実行してください。
+
+```bash
+pip install -r requirements.txt
+cd frontend
+pnpm i
+pnpm run build
+cd ..
+python main.py
+```
+
+# 謝辞
+
+この GitHubリポジトリ にある動画と画像のデモは、[kohakuV2](https://civitai.com/models/136268/kohaku-v2)と[SD-Turbo](https://arxiv.org/abs/2311.17042)を使用して生成されました。
+
+KohakuV2 モデルを提供していただいたKohaku BlueLeaf 様 ([@KBlueleaf](https://twitter.com/KBlueleaf))、[SD-Turbo](https://arxiv.org/abs/2311.17042)を提供していただいた[Stability AI](https://ja.stability.ai/)様に心より感謝いたします。
+
+KohakuV2 モデルは [Civitai](https://civitai.com/models/136268/kohaku-v2) と [Hugging Face](https://huggingface.co/KBlueLeaf/kohaku-v2.1) からダウンロードでき、[SD-Turbo](https://arxiv.org/abs/2311.17042) は [Hugging Face](https://huggingface.co/stabilityai/sd-turbo) で使用可能です。

README.md

@@ -1,12 +1,33 @@
----
-title: Strdiftest
-emoji: 🌖
-colorFrom: green
-colorTo: indigo
-sdk: docker
-pinned: false
-license: unknown
-short_description: strdiftest
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Txt2Img Example
+
+[English](./README.md) | [日本語](./README-ja.md)
+
+<p align="center">
+  <img src="../../assets/demo_01.gif" width=80%>
+</p>
+
+This example provides a simple implementation of the use of StreamDiffusion to generate images from text.
+You can realtimely generate 4x4 images from text, on changing the input prompt.
+
+## Usage
+
+```bash
+pip install -r requirements.txt
+cd frontend
+pnpm i
+pnpm run build
+cd ..
+python main.py
+```
+
+# Acknowledgements
+
+</br>
+
+The video and image demos in this GitHub repository were generated using [kohakuV2](https://civitai.com/models/136268/kohaku-v2) and [SD-Turbo](https://arxiv.org/abs/2311.17042).
+
+Special thanks to Kohaku BlueLeaf ([@KBlueleaf](https://twitter.com/KBlueleaf)) for providing the KohakuV2 model, and to [Stability AI](https://ja.stability.ai/) for [SD-Turbo](https://arxiv.org/abs/2311.17042).
+
+ KohakuV2 Models can be downloaded from  [Civitai](https://civitai.com/models/136268/kohaku-v2)  and [Hugging Face](https://huggingface.co/KBlueLeaf/kohaku-v2.1).
+
+ [SD-Turbo](https://arxiv.org/abs/2311.17042) is also available on [Hugging Face](https://huggingface.co/stabilityai/sd-turbo).

config.py

@@ -47,4 +47,4 @@ class Config:
     t_index_list: List[int] = field(default_factory=lambda: [0, 16, 32, 45])
     # Number of warmup steps
     warmup: int = 10
-    use_safety_checker: bool = SAFETY_CHECKER
+    use_safety_checker: bool = SAFETY_CHECKER

frontend/.gitignore

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+tsconfig.tsbuildinfo

frontend/.prettierrc

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+singleQuote: true
+semi: false
+trailingComma: all
+printWidth: 150

frontend/README.md

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+# Getting Started with Create React App
+
+This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app).
+
+## Available Scripts
+
+In the project directory, you can run:
+
+### `npm start`
+
+Runs the app in the development mode.\
+Open [http://localhost:3000](http://localhost:3000) to view it in the browser.
+
+The page will reload if you make edits.\
+You will also see any lint errors in the console.
+
+### `npm test`
+
+Launches the test runner in the interactive watch mode.\
+See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information.
+
+### `npm run build`
+
+Builds the app for production to the `build` folder.\
+It correctly bundles React in production mode and optimizes the build for the best performance.
+
+The build is minified and the filenames include the hashes.\
+Your app is ready to be deployed!
+
+See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information.
+
+### `npm run eject`
+
+**Note: this is a one-way operation. Once you `eject`, you can’t go back!**
+
+If you aren’t satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project.
+
+Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you’re on your own.
+
+You don’t have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn’t feel obligated to use this feature. However we understand that this tool wouldn’t be useful if you couldn’t customize it when you are ready for it.
+
+## Learn More
+
+You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started).
+
+To learn React, check out the [React documentation](https://reactjs.org/).

frontend/index.html

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+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" href="/favicon.ico" />
+    <meta name="viewport" content="minimum-scale=1, initial-scale=1, width=device-width, user-scalable=no" />
+
+    <link rel="preconnect" href="https://fonts.googleapis.com" />
+    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
+    <link href="https://fonts.googleapis.com/css2?family=Inter:wght@500&family=Zen+Kaku+Gothic+New:wght@500&display=swap" rel="stylesheet" />
+
+    <title>Txt2Img demo</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>

frontend/package.json

@@ -0,0 +1,28 @@
+{
+  "name": "view",
+  "version": "0.1.0",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc && vite build",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "@mantine/core": "^7.3.1",
+    "react": "^18.2.0",
+    "react-dom": "^18.2.0"
+  },
+  "devDependencies": {
+    "@types/react": "^18.2.38",
+    "@types/react-dom": "^18.2.17",
+    "@vitejs/plugin-react": "^4.2.1",
+    "postcss": "^8.4.32",
+    "postcss-preset-mantine": "^1.11.1",
+    "postcss-simple-vars": "^7.0.1",
+    "prettier": "^3.1.0",
+    "typescript": "^4.9.5",
+    "vite": "^5.0.10",
+    "vite-tsconfig-paths": "^4.2.3"
+  }
+}

frontend/pnpm-lock.yaml

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+
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+  excludeLinksFromLockfile: false
+
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+  react:
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+    version: 18.2.0
+  react-dom:
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+
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frontend/postcss.config.js

@@ -0,0 +1,14 @@
+export default {
+  plugins: {
+    'postcss-preset-mantine': {},
+    'postcss-simple-vars': {
+      variables: {
+        'mantine-breakpoint-xs': '36em',
+        'mantine-breakpoint-sm': '48em',
+        'mantine-breakpoint-md': '62em',
+        'mantine-breakpoint-lg': '75em',
+        'mantine-breakpoint-xl': '88em',
+      },
+    },
+  },
+}

frontend/src/app.module.css

@@ -0,0 +1,7 @@
+.container {
+  width: 80%;
+
+  @media (min-width: $mantine-breakpoint-md) {
+    width: 100%;
+  }
+}

frontend/src/app.tsx

@@ -0,0 +1,131 @@
+import { useCallback, useEffect, useRef, useState } from 'react'
+import { Box, Container, Flex, Grid, Loader, TextInput } from '@mantine/core'
+
+import styles from './app.module.css'
+
+export const App = () => {
+  const [inputPrompt, setInputPrompt] = useState('')
+  const [lastPrompt, setLastPrompt] = useState('')
+  const [images, setImages] = useState(Array(16).fill('images/white.jpg'))
+  const [isLoading, setIsLoading] = useState(false)
+  const abortControllers = useRef<AbortController[]>([])
+
+  const calculateEditDistance = (a: string, b: string) => {
+    if (a.length === 0) return b.length
+    if (b.length === 0) return a.length
+
+    const matrix = []
+
+    for (let i = 0; i <= b.length; i++) {
+      matrix[i] = [i]
+    }
+    for (let i = 0; i <= a.length; i++) {
+      matrix[0]![i] = i
+    }
+
+    for (let i = 1; i <= b.length; i++) {
+      for (let j = 1; j <= a.length; j++) {
+        if (b.charAt(i - 1) === a.charAt(j - 1)) {
+          //@ts-ignore
+          matrix[i][j] = matrix[i - 1][j - 1]
+        } else {
+          //@ts-ignore
+          matrix[i][j] = Math.min(
+            //@ts-ignore
+            matrix[i - 1][j - 1] + 1,
+            //@ts-ignore
+            Math.min(matrix[i][j - 1] + 1, matrix[i - 1][j] + 1),
+          )
+        }
+      }
+    }
+
+    //@ts-ignore
+    return matrix[b.length][a.length]
+  }
+
+  const fetchImage = useCallback(
+    async (index: number): Promise<void> => {
+      abortControllers.current[index]?.abort()
+      abortControllers.current[index] = new AbortController()
+      const signal = abortControllers.current[index]?.signal
+
+      setIsLoading(true)
+      try {
+        const response = await fetch('api/predict', {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify({ prompt: inputPrompt }),
+          signal,
+        })
+        const data = await response.json()
+        const imageUrl = `data:image/jpeg;base64,${data.base64_image}`
+
+        setImages((prevImages) => {
+          const newImages = [...prevImages]
+          newImages[index] = imageUrl
+          return newImages
+        })
+      } catch (error) {
+        if (error instanceof Error && error.name !== 'AbortError') {
+          console.error('Error fetching image:', error)
+        }
+      } finally {
+        setIsLoading(false)
+      }
+    },
+    [inputPrompt],
+  )
+
+  const handlePromptChange = (event: React.ChangeEvent<HTMLInputElement>): void => {
+    const newPrompt = event.target.value
+    setInputPrompt(newPrompt)
+    const editDistance = calculateEditDistance(lastPrompt, newPrompt)
+
+    if (editDistance && editDistance >= 4) {
+      setLastPrompt(newPrompt)
+      // setImages(Array(16).fill('images/white.jpg'));
+      for (let i = 0; i < 16; i++) {
+        fetchImage(i)
+      }
+    }
+  }
+
+  useEffect(() => {
+    return () => {
+      abortControllers.current.forEach((controller) => controller.abort())
+    }
+  }, [])
+
+  return (
+    <Box bg="#282c34" mih="100vh" w="100vw" p="lg">
+      <Container className={styles.container}>
+        <Flex direction="column" justify="center" align="center">
+          <Grid w="100%" justify="center" align="center">
+            {images.map((image, index) => (
+              <Grid.Col
+                span={3}
+                key={index}
+                style={{
+                  textAlign: 'center',
+                }}
+              >
+                <img
+                  src={image}
+                  alt={`Generated ${index}`}
+                  style={{
+                    maxWidth: '100%',
+                    maxHeight: '150px',
+                    borderRadius: '10px',
+                  }}
+                />
+              </Grid.Col>
+            ))}
+          </Grid>
+          <TextInput w="100%" size="lg" placeholder="Enter a prompt" value={inputPrompt} onChange={handlePromptChange} />
+          {isLoading && <Loader />}
+        </Flex>
+      </Container>
+    </Box>
+  )
+}

frontend/src/main.tsx

@@ -0,0 +1,15 @@
+import '@mantine/core/styles.css'
+
+import React from 'react'
+import ReactDOM from 'react-dom/client'
+import { MantineProvider } from '@mantine/core'
+
+import { App } from './app'
+
+ReactDOM.createRoot(document.getElementById('root') as HTMLElement).render(
+  <React.StrictMode>
+    <MantineProvider>
+      <App />
+    </MantineProvider>
+  </React.StrictMode>,
+)

frontend/src/vite-env.d.ts

@@ -0,0 +1 @@
+/// <reference types="vite/client" />

frontend/tsconfig.json

@@ -0,0 +1,48 @@
+{
+  "compilerOptions": {
+    "module": "ESNext",
+    "target": "ESNext",
+    "lib": [
+      "DOM",
+      "DOM.Iterable",
+      "ESNext"
+    ],
+    "strict": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true,
+    "moduleResolution": "node",
+    "allowUnusedLabels": false,
+    "allowUnreachableCode": false,
+    "noFallthroughCasesInSwitch": true,
+    "noImplicitOverride": true,
+    "noUncheckedIndexedAccess": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "checkJs": true,
+    "allowSyntheticDefaultImports": true,
+    "resolveJsonModule": true,
+    "noEmit": true,
+    "jsx": "preserve",
+    "types": [],
+    "paths": {
+      "@/*": [
+        "./src/*"
+      ]
+    },
+    "incremental": true,
+    "isolatedModules": true,
+    "allowJs": true
+  },
+  "include": [
+    "src"
+  ],
+  "exclude": [
+    "node_modules"
+  ],
+  "references": [
+    {
+      "path": "./tsconfig.node.json"
+    }
+  ]
+}

frontend/tsconfig.node.json

@@ -0,0 +1,10 @@
+{
+  "compilerOptions": {
+    "composite": true,
+    "skipLibCheck": true,
+    "module": "ESNext",
+    "moduleResolution": "bundler",
+    "allowSyntheticDefaultImports": true
+  },
+  "include": ["vite.config.ts"]
+}

frontend/vite.config.ts

@@ -0,0 +1,8 @@
+import react from '@vitejs/plugin-react'
+import { defineConfig } from 'vite'
+import tsconfigPaths from 'vite-tsconfig-paths'
+
+// https://vitejs.dev/config/
+export default defineConfig({
+  plugins: [tsconfigPaths(), react()],
+})

main.py

@@ -159,4 +159,4 @@ if __name__ == "__main__":
         host=config.host,
         port=config.port,
         workers=config.workers,
-    )
+    )

requirements.txt

@@ -1,2 +1,2 @@
 uvicorn>=0.24.0
-fastapi>=0.104.1
+fastapi>=0.104.1

start.sh

@@ -8,4 +8,4 @@ else
     echo -e "\033[1;31m\nfrontend build failed\n\033[0m" >&2  exit 1
 fi
 cd ../
-python3 main.py --port 7860 --host 0.0.0.0 
+python3 main.py --port 7860 --host 0.0.0.0