diff --git a/.husky/pre-commit b/.husky/pre-commit index c4c7eba..8b13789 100644 --- a/.husky/pre-commit +++ b/.husky/pre-commit @@ -1 +1 @@ -npm run lint:fix + diff --git a/package-lock.json b/package-lock.json index 7c80074..36c92e5 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,12 +1,12 @@ { "name": "workspace", - "version": "1.5.5", + "version": "1.5.8", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "workspace", - "version": "1.5.5", + "version": "1.5.8", "workspaces": [ "packages/web", "packages/web-data", @@ -1205,19 +1205,36 @@ "dev": true }, "node_modules/call-bind": { - "version": "1.0.5", - "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.5.tgz", - "integrity": "sha512-C3nQxfFZxFRVoJoGKKI8y3MOEo129NQ+FgQ08iye+Mk4zNZZGdjfs06bVTr+DBSlA66Q2VEcMki/cUCP4SercQ==", + "version": "1.0.8", + "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.8.tgz", + "integrity": "sha512-oKlSFMcMwpUg2ednkhQ454wfWiU/ul3CkJe/PEHcTKuiX6RpbehUiFMXu13HalGZxfUwCQzZG747YXBn1im9ww==", "dev": true, "dependencies": { - "function-bind": "^1.1.2", - "get-intrinsic": "^1.2.1", - "set-function-length": "^1.1.1" + "call-bind-apply-helpers": "^1.0.0", + "es-define-property": "^1.0.0", + "get-intrinsic": "^1.2.4", + "set-function-length": "^1.2.2" + }, + "engines": { + "node": ">= 0.4" }, "funding": { "url": "https://github.com/sponsors/ljharb" } }, + "node_modules/call-bind-apply-helpers": { + "version": "1.0.1", + "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.1.tgz", + "integrity": "sha512-BhYE+WDaywFg2TBWYNXAE+8B1ATnThNBqXHP5nQu0jWJdVvY2hvkpyB3qOmtmDePiS5/BDQ8wASEWGMWRG148g==", + "dev": true, + "dependencies": { + "es-errors": "^1.3.0", + "function-bind": "^1.1.2" + }, + "engines": { + "node": ">= 0.4" + } + }, "node_modules/camelcase": { "version": "5.0.0", "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-5.0.0.tgz", @@ -1705,17 +1722,20 @@ } }, "node_modules/define-data-property": { - "version": "1.1.1", - "resolved": "https://registry.npmjs.org/define-data-property/-/define-data-property-1.1.1.tgz", - 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"version": "1.2.2", - "resolved": "https://registry.npmjs.org/get-intrinsic/-/get-intrinsic-1.2.2.tgz", - "integrity": "sha512-0gSo4ml/0j98Y3lngkFEot/zhiCeWsbYIlZ+uZOVgzLyLaUw7wxUL+nCTP0XJvJg1AXulJRI3UJi8GsbDuxdGA==", + "version": "1.2.7", + "resolved": "https://registry.npmjs.org/get-intrinsic/-/get-intrinsic-1.2.7.tgz", + "integrity": "sha512-VW6Pxhsrk0KAOqs3WEd0klDiF/+V7gQOpAvY1jVU/LHmaD/kQO4523aiJuikX/QAKYiW6x8Jh+RJej1almdtCA==", "dev": true, "dependencies": { + "call-bind-apply-helpers": "^1.0.1", + "es-define-property": "^1.0.1", + "es-errors": "^1.3.0", + "es-object-atoms": "^1.0.0", "function-bind": "^1.1.2", - "has-proto": "^1.0.1", - "has-symbols": "^1.0.3", - "hasown": "^2.0.0" + "get-proto": "^1.0.0", + "gopd": "^1.2.0", + "has-symbols": "^1.1.0", + "hasown": "^2.0.2", + "math-intrinsics": "^1.1.0" + }, + "engines": { + "node": ">= 0.4" }, "funding": { "url": "https://github.com/sponsors/ljharb" } }, + "node_modules/get-proto": { + "version": "1.0.1", + "resolved": "https://registry.npmjs.org/get-proto/-/get-proto-1.0.1.tgz", + "integrity": "sha512-sTSfBjoXBp89JvIKIefqw7U2CCebsc74kiY6awiGogKtoSGbgjYE/G/+l9sF3MWFPNc9IcoOC4ODfKHfxFmp0g==", + "dev": true, + "dependencies": { + "dunder-proto": "^1.0.1", + "es-object-atoms": "^1.0.0" + }, + "engines": { + "node": ">= 0.4" + } + }, "node_modules/get-stream": { "version": "8.0.1", "resolved": "https://registry.npmjs.org/get-stream/-/get-stream-8.0.1.tgz", @@ -2337,12 +2423,12 @@ } }, "node_modules/gopd": { - "version": "1.0.1", - "resolved": "https://registry.npmjs.org/gopd/-/gopd-1.0.1.tgz", - "integrity": "sha512-d65bNlIadxvpb/A2abVdlqKqV563juRnZ1Wtk6s1sIR8uNsXR70xqIzVqxVf1eTqDunwT2MkczEeaezCKTZhwA==", + "version": "1.2.0", + "resolved": "https://registry.npmjs.org/gopd/-/gopd-1.2.0.tgz", + "integrity": "sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg==", "dev": true, - "dependencies": { - "get-intrinsic": "^1.1.3" + "engines": { + "node": ">= 0.4" }, "funding": { "url": "https://github.com/sponsors/ljharb" @@ -2369,33 +2455,21 @@ } }, "node_modules/has-property-descriptors": { - "version": "1.0.1", - "resolved": "https://registry.npmjs.org/has-property-descriptors/-/has-property-descriptors-1.0.1.tgz", - "integrity": "sha512-VsX8eaIewvas0xnvinAe9bw4WfIeODpGYikiWYLH+dma0Jw6KHYqWiWfhQlgOVK8D6PvjubK5Uc4P0iIhIcNVg==", + "version": "1.0.2", + "resolved": "https://registry.npmjs.org/has-property-descriptors/-/has-property-descriptors-1.0.2.tgz", + "integrity": "sha512-55JNKuIW+vq4Ke1BjOTjM2YctQIvCT7GFzHwmfZPGo5wnrgkid0YQtnAleFSqumZm4az3n2BS+erby5ipJdgrg==", "dev": true, "dependencies": { - "get-intrinsic": "^1.2.2" - }, - "funding": { - "url": "https://github.com/sponsors/ljharb" - } - }, - "node_modules/has-proto": { - "version": "1.0.1", - "resolved": "https://registry.npmjs.org/has-proto/-/has-proto-1.0.1.tgz", - "integrity": "sha512-7qE+iP+O+bgF9clE5+UoBFzE65mlBiVj3tKCrlNQ0Ogwm0BjpT/gK4SlLYDMybDh5I3TCTKnPPa0oMG7JDYrhg==", - "dev": true, - "engines": { - "node": ">= 0.4" + "es-define-property": "^1.0.0" }, "funding": { "url": "https://github.com/sponsors/ljharb" } }, "node_modules/has-symbols": { - "version": "1.0.3", - "resolved": "https://registry.npmjs.org/has-symbols/-/has-symbols-1.0.3.tgz", - "integrity": "sha512-l3LCuF6MgDNwTDKkdYGEihYjt5pRPbEg46rtlmnSPlUbgmB8LOIrKJbYYFBSbnPaJexMKtiPO8hmeRjRz2Td+A==", + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/has-symbols/-/has-symbols-1.1.0.tgz", + "integrity": "sha512-1cDNdwJ2Jaohmb3sg4OmKaMBwuC48sYni5HUw2DvsC8LjGTLK9h+eb1X6RyuOHe4hT0ULCW68iomhjUoKUqlPQ==", "dev": true, "engines": { "node": ">= 0.4" @@ -2420,9 +2494,9 @@ } }, "node_modules/hasown": { - "version": "2.0.0", - "resolved": "https://registry.npmjs.org/hasown/-/hasown-2.0.0.tgz", - "integrity": "sha512-vUptKVTpIJhcczKBbgnS+RtcuYMB8+oNzPK2/Hp3hanz8JmpATdmmgLgSaadVREkDm+e2giHwY3ZRkyjSIDDFA==", + "version": "2.0.2", + "resolved": "https://registry.npmjs.org/hasown/-/hasown-2.0.2.tgz", + "integrity": "sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==", "dev": true, "dependencies": { "function-bind": "^1.1.2" @@ -3147,6 +3221,15 @@ "node": "14 || >=16.14" } }, + "node_modules/math-intrinsics": { + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/math-intrinsics/-/math-intrinsics-1.1.0.tgz", + "integrity": "sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g==", + "dev": true, + "engines": { + "node": ">= 0.4" + } + }, "node_modules/meow": { "version": "13.0.0", "resolved": "https://registry.npmjs.org/meow/-/meow-13.0.0.tgz", @@ -3594,22 +3677,22 @@ } }, "node_modules/onnxruntime-web": { - "version": "1.20.1", - "resolved": "https://registry.npmjs.org/onnxruntime-web/-/onnxruntime-web-1.20.1.tgz", - "integrity": "sha512-TePF6XVpLL1rWVMIl5Y9ACBQcyCNFThZON/jgElNd9Txb73CIEGlklhYR3UEr1cp5r0rbGI6nDwwrs79g7WjoA==", + "version": "1.21.0-dev.20250114-228dd16893", + "resolved": "https://registry.npmjs.org/onnxruntime-web/-/onnxruntime-web-1.21.0-dev.20250114-228dd16893.tgz", + "integrity": "sha512-fUnedxS63NYwNkQJlvdD55jVcOtyM+Qzw1SGt9Pj3jZVaIwR4mltx/5C0yvwdue44BTSV7M5Q0qnhL6/30ewqA==", "dependencies": { "flatbuffers": "^1.12.0", "guid-typescript": "^1.0.9", "long": "^5.2.3", - "onnxruntime-common": "1.20.1", + "onnxruntime-common": "1.21.0-dev.20241212-1f88284f96", "platform": "^1.3.6", "protobufjs": "^7.2.4" } }, "node_modules/onnxruntime-web/node_modules/onnxruntime-common": { - "version": "1.20.1", - "resolved": "https://registry.npmjs.org/onnxruntime-common/-/onnxruntime-common-1.20.1.tgz", - "integrity": "sha512-YiU0s0IzYYC+gWvqD1HzLc46Du1sXpSiwzKb63PACIJr6LfL27VsXSXQvt68EzD3V0D5Bc0vyJTjmMxp0ylQiw==" + "version": "1.21.0-dev.20241212-1f88284f96", + "resolved": "https://registry.npmjs.org/onnxruntime-common/-/onnxruntime-common-1.21.0-dev.20241212-1f88284f96.tgz", + "integrity": "sha512-zD6mQJfgeezbNKV2fiN/ZqB+LKdixJ7sKc5vu6PdqMU+bZk581g5XqrhoYNwe/RDJdFGQSMKK9+gUg4Mep+jKw==" }, "node_modules/os-browserify": { "version": "0.3.0", @@ -4223,15 +4306,17 @@ } }, "node_modules/set-function-length": { - "version": "1.1.1", - "resolved": "https://registry.npmjs.org/set-function-length/-/set-function-length-1.1.1.tgz", - "integrity": "sha512-VoaqjbBJKiWtg4yRcKBQ7g7wnGnLV3M8oLvVWwOk2PdYY6PEFegR1vezXR0tw6fZGF9csVakIRjrJiy2veSBFQ==", + "version": "1.2.2", + "resolved": "https://registry.npmjs.org/set-function-length/-/set-function-length-1.2.2.tgz", + "integrity": "sha512-pgRc4hJ4/sNjWCSS9AmnS40x3bNMDTknHgL5UaMBTMyJnU90EgWh1Rz+MC9eFu4BuN/UwZjKQuY/1v3rM7HMfg==", "dev": true, "dependencies": { - "define-data-property": "^1.1.1", - "get-intrinsic": "^1.2.1", + "define-data-property": "^1.1.4", + "es-errors": "^1.3.0", + "function-bind": "^1.1.2", + "get-intrinsic": "^1.2.4", "gopd": "^1.0.1", - "has-property-descriptors": "^1.0.0" + "has-property-descriptors": "^1.0.2" }, "engines": { "node": ">= 0.4" @@ -5247,7 +5332,7 @@ }, "packages/node": { "name": "@imgly/background-removal-node", - "version": "1.5.5", + "version": "1.5.8", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { "@types/lodash": "~4.14.195", @@ -5799,12 +5884,11 @@ }, "packages/web": { "name": "@imgly/background-removal", - "version": "1.5.5", + "version": "1.5.8", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { "lodash-es": "^4.17.21", "ndarray": "~1.0.0", - "onnxruntime-web": "~1.20.1", "zod": "^3.23.8" }, "devDependencies": { @@ -5822,14 +5906,17 @@ "util": "~0.12.0", "webpack": "~5.85.0", "webpack-cli": "~5.1.0" + }, + "peerDependencies": { + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893" } }, "packages/web-data": { "name": "@imgly/background-removal-data", - "version": "1.5.5", + "version": "1.5.8", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { - "onnxruntime-web": "~1.20.1" + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893" } }, "packages/web/node_modules/@esbuild/android-arm": { diff --git a/package.json b/package.json index da70da7..745110a 100644 --- a/package.json +++ b/package.json @@ -1,5 +1,5 @@ { - "version": "1.5.7", + "version": "1.5.8", "name": "workspace", "workspaces": [ "packages/web", diff --git a/packages/node-e2e/package.json b/packages/node-e2e/package.json index c34dc2d..f587e6f 100644 --- a/packages/node-e2e/package.json +++ b/packages/node-e2e/package.json @@ -6,5 +6,5 @@ "@imgly/background-removal-node": "file:../node", "jest": "^29.6.2" }, - "version": "1.5.7" + "version": "1.5.8" } diff --git a/packages/node-examples/package.json b/packages/node-examples/package.json index 3beb15d..e783c50 100644 --- a/packages/node-examples/package.json +++ b/packages/node-examples/package.json @@ -9,5 +9,5 @@ "@imgly/background-removal-node": "file:../node", "uuidv4": "^6.2.13" }, - "version": "1.5.7" + "version": "1.5.8" } diff --git a/packages/node/package.json b/packages/node/package.json index 5bba497..409030d 100644 --- a/packages/node/package.json +++ b/packages/node/package.json @@ -1,6 +1,6 @@ { "name": "@imgly/background-removal-node", - "version": "1.5.7", + "version": "1.5.8", "description": "Background Removal in NodeJS", "resources": "@imgly/background-removal-node", "keywords": [ diff --git a/packages/web-data/package.json b/packages/web-data/package.json index b2b264c..daeeded 100644 --- a/packages/web-data/package.json +++ b/packages/web-data/package.json @@ -1,6 +1,6 @@ { "name": "@imgly/background-removal-data", - "version": "1.5.7", + "version": "1.5.8", "description": "Background Removal Data", "keywords": [ "background-removal", @@ -33,6 +33,7 @@ ], "scripts": { "start": "npm run watch", + "serve": "npx http-server dist --cors", "clean": "npx rimraf dist", "test": "true", "resources": "node ../../scripts/package-resources.mjs", @@ -46,6 +47,6 @@ "package:pack": "npm pack . --pack-destination ../../releases" }, "dependencies": { - "onnxruntime-web": "~1.20.1" + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893" } } diff --git a/packages/web-examples/next-example/.gitignore b/packages/web-examples/next-example/.gitignore new file mode 100644 index 0000000..5ef6a52 --- /dev/null +++ b/packages/web-examples/next-example/.gitignore @@ -0,0 +1,41 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.* +.yarn/* +!.yarn/patches +!.yarn/plugins +!.yarn/releases +!.yarn/versions + +# testing +/coverage + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* +.pnpm-debug.log* + +# env files (can opt-in for committing if needed) +.env* + +# vercel +.vercel + +# typescript +*.tsbuildinfo +next-env.d.ts diff --git a/packages/web-examples/next-example/README.md b/packages/web-examples/next-example/README.md new file mode 100644 index 0000000..e215bc4 --- /dev/null +++ b/packages/web-examples/next-example/README.md @@ -0,0 +1,36 @@ +This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app). + +## Getting Started + +First, run the development server: + +```bash +npm run dev +# or +yarn dev +# or +pnpm dev +# or +bun dev +``` + +Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. + +You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file. + +This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel. + +## Learn More + +To learn more about Next.js, take a look at the following resources: + +- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API. +- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial. + +You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome! + +## Deploy on Vercel + +The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js. + +Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details. diff --git a/packages/web-examples/next-example/eslint.config.mjs b/packages/web-examples/next-example/eslint.config.mjs new file mode 100644 index 0000000..d027976 --- /dev/null +++ b/packages/web-examples/next-example/eslint.config.mjs @@ -0,0 +1,16 @@ +import { dirname } from 'path'; +import { fileURLToPath } from 'url'; +import { FlatCompat } from '@eslint/eslintrc'; + +const __filename = fileURLToPath(import.meta.url); +const __dirname = dirname(__filename); + +const compat = new FlatCompat({ + baseDirectory: __dirname +}); + +const eslintConfig = [ + ...compat.extends('next/core-web-vitals', 'next/typescript') +]; + +export default eslintConfig; diff --git a/packages/web-examples/next-example/next.config.ts b/packages/web-examples/next-example/next.config.ts new file mode 100644 index 0000000..5e891cf --- /dev/null +++ b/packages/web-examples/next-example/next.config.ts @@ -0,0 +1,7 @@ +import type { NextConfig } from 'next'; + +const nextConfig: NextConfig = { + /* config options here */ +}; + +export default nextConfig; diff --git a/packages/web-examples/next-example/package-lock.json b/packages/web-examples/next-example/package-lock.json new file mode 100644 index 0000000..2dc90df --- /dev/null +++ b/packages/web-examples/next-example/package-lock.json @@ -0,0 +1,4715 @@ +{ + "name": "next-example", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "next-example", + "version": "0.1.0", + "dependencies": { + "@cesdk/cesdk-js": "^1.41.1", + "@imgly/background-removal": "file:../../web", + "next": "15.1.3", + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893", + "react": "^19.0.0", + "react-dom": "^19.0.0" + }, + "devDependencies": { + "@eslint/eslintrc": "^3", + "@types/node": "^20", + "@types/react": "^19", + "@types/react-dom": "^19", + "eslint": "^9", + "eslint-config-next": "15.1.3", + "typescript": "^5" + } 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a/packages/web-examples/next-example/package.json b/packages/web-examples/next-example/package.json new file mode 100644 index 0000000..22e3dc4 --- /dev/null +++ b/packages/web-examples/next-example/package.json @@ -0,0 +1,28 @@ +{ + "name": "next-example", + "version": "1.5.8", + "private": true, + "scripts": { + "dev": "next dev", + "build": "next build", + "start": "next start", + "lint": "next lint" + }, + "dependencies": { + "@cesdk/cesdk-js": "^1.41.1", + "next": "15.1.3", + "react": "^19.0.0", + "react-dom": "^19.0.0", + "@imgly/background-removal": "file:../../web", + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893" + }, + "devDependencies": { + "@eslint/eslintrc": "^3", + "@types/node": "^20", + "@types/react": "^19", + "@types/react-dom": "^19", + "eslint": "^9", + "eslint-config-next": "15.1.3", + "typescript": "^5" + } +} diff --git a/packages/web-examples/next-example/src/app/BackgroundRemoval.tsx b/packages/web-examples/next-example/src/app/BackgroundRemoval.tsx new file mode 100644 index 0000000..c0832d0 --- /dev/null +++ b/packages/web-examples/next-example/src/app/BackgroundRemoval.tsx @@ -0,0 +1,149 @@ +'use client'; + +import { + applySegmentationMask, + Config, + preload, + removeBackground, + segmentForeground +} from '@imgly/background-removal'; +import { useEffect, useRef, useState } from 'react'; + +const images = [ + 'https://images.unsplash.com/photo-1656408308602-05835d990fb1?q=80&w=3200&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D', + 'https://images.unsplash.com/photo-1686002359940-6a51b0d64f68?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=1024&q=80', + 'https://images.unsplash.com/photo-1590523278191-995cbcda646b?ixlib=rb-1.2.1&q=80&fm=jpg&crop=entropy&cs=tinysrgb&w=1080&fit=max&ixid=eyJhcHBfaWQiOjEyMDd9', + 'https://images.unsplash.com/photo-1709248835088-03bb0946d6ab?q=80&w=3387&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D' +]; + +const BackgroundRemoval = () => { + const [imageUrl, setImageUrl] = useState(''); + const [isRunning, setIsRunning] = useState(false); + const [seconds, setSeconds] = useState('0'); + const [startDate, setStartDate] = useState(Date.now()); + const [caption, setCaption] = useState('Click me to remove background'); + const intervalRef = useRef | null>(null); + + const config: Config = { + debug: false, + progress: (key, current, total) => { + const [type, subtype] = key.split(':'); + setCaption(`${type} ${subtype} ${((current / total) * 100).toFixed(0)}%`); + }, + rescale: true, + device: 'gpu', + output: { + quality: 0.8, + format: 'image/png' + } + }; + + const calculateSecondsBetweenDates = (start: number, end: number) => { + const milliseconds = end - start; + return (milliseconds / 1000.0).toFixed(1); + }; + + useEffect(() => { + const url = new URL(window.location.href); + const params = new URLSearchParams(url.search); + const imageParam = params.get('image'); + const auto = params.get('auto') || false; + + const randomImage = + imageParam || images[Math.floor(Math.random() * images.length)]; + setImageUrl(randomImage); + + const preloadAssets = async () => { + try { + await preload(config); + console.log('Asset preloading succeeded'); + if (auto) load('remove'); + } catch (error) { + console.error('Asset preloading failed:', error); + } + }; + + preloadAssets(); + + return () => { + if (intervalRef.current) { + clearInterval(intervalRef.current); + } + }; + }, []); + + useEffect(() => { + if (isRunning) { + intervalRef.current = setInterval(() => { + setSeconds(calculateSecondsBetweenDates(startDate, Date.now())); + }, 100); + } else if (intervalRef.current) { + clearInterval(intervalRef.current); + } + + return () => { + if (intervalRef.current) { + clearInterval(intervalRef.current); + } + }; + }, [isRunning, startDate]); + + const resetTimer = () => { + setIsRunning(true); + setStartDate(Date.now()); + setSeconds('0'); + }; + + const stopTimer = () => { + setIsRunning(false); + }; + + const load = async (type: string) => { + const params = new URLSearchParams(window.location.search); + const imageParam = params.get('image'); + const randomImage = + imageParam || images[Math.floor(Math.random() * images.length)]; + + setIsRunning(true); + resetTimer(); + setImageUrl(randomImage); + + try { + let imageBlob; + if (type === 'remove') { + imageBlob = await removeBackground(randomImage, config); + } else { + const maskBlob = await segmentForeground(randomImage, config); + imageBlob = await applySegmentationMask(randomImage, maskBlob, config); + } + + const url = URL.createObjectURL(imageBlob); + setImageUrl(url); + } catch (error) { + console.error('Processing failed:', error); + setCaption('Processing failed'); + } finally { + setIsRunning(false); + stopTimer(); + } + }; + + return ( +
+
+ {/* // eslint-disable-next-line @next/next/no-img-element */} + {imageUrl && logo} +

{caption}

+

Processing: {seconds} s

+ + +
+
+ ); +}; + +export default BackgroundRemoval; diff --git a/packages/web-examples/next-example/src/app/BackgroundRemovalNoSSR.tsx b/packages/web-examples/next-example/src/app/BackgroundRemovalNoSSR.tsx new file mode 100644 index 0000000..e5cb900 --- /dev/null +++ b/packages/web-examples/next-example/src/app/BackgroundRemovalNoSSR.tsx @@ -0,0 +1,8 @@ +'use client'; +import dynamic from 'next/dynamic'; + +const BackgroundRemovalNoSSR = dynamic(() => import('./BackgroundRemoval'), { + ssr: false +}); + +export default BackgroundRemovalNoSSR; diff --git a/packages/web-examples/next-example/src/app/favicon.ico b/packages/web-examples/next-example/src/app/favicon.ico new file mode 100644 index 0000000..718d6fe Binary files /dev/null and b/packages/web-examples/next-example/src/app/favicon.ico differ diff --git a/packages/web-examples/next-example/src/app/globals.css b/packages/web-examples/next-example/src/app/globals.css new file mode 100644 index 0000000..4fe73ba --- /dev/null +++ b/packages/web-examples/next-example/src/app/globals.css @@ -0,0 +1,115 @@ +:root { + --background: #ffffff; + --foreground: #171717; +} + +@media (prefers-color-scheme: dark) { + :root { + --background: #0a0a0a; + --foreground: #ededed; + } +} + +html, +body { + max-width: 100vw; + overflow-x: hidden; +} + +body { + color: var(--foreground); + background: var(--background); + font-family: Arial, Helvetica, sans-serif; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} + +* { + box-sizing: border-box; + padding: 0; + margin: 0; +} + +a { + color: inherit; + text-decoration: none; +} + +@media (prefers-color-scheme: dark) { + html { + color-scheme: dark; + } +} + +a { + font-weight: 500; + color: #646cff; + text-decoration: inherit; +} + +a:hover { + color: #535bf2; +} + +img { + max-height: 60vh; +} + +body { + margin: 0; + display: flex; + place-items: center; + /* min-width: 320px; */ + /* max-height: 1vh; */ +} + +h1 { + font-size: 3.2em; + line-height: 1.1; +} + +button { + border-radius: 8px; + border: 1px solid transparent; + padding: 0.6em 1.2em; + font-size: 1em; + font-weight: 500; + font-family: inherit; + background-color: #1a1a1a; + cursor: pointer; + transition: border-color 0.25s; +} + +button:hover { + border-color: #646cff; +} + +button:focus, +button:focus-visible { + outline: 4px auto -webkit-focus-ring-color; +} + +.card { + padding: 2em; +} + +#app { + margin: 0 auto; + padding: 2rem; + text-align: center; +} + +@media (prefers-color-scheme: light) { + :root { + color: #213547; + background-color: #ffffff; + } + + a:hover { + color: #747bff; + } + + button { + background-color: #f9f9f9; + } +} diff --git a/packages/web-examples/next-example/src/app/layout.tsx b/packages/web-examples/next-example/src/app/layout.tsx new file mode 100644 index 0000000..0139388 --- /dev/null +++ b/packages/web-examples/next-example/src/app/layout.tsx @@ -0,0 +1,19 @@ +import type { Metadata } from 'next'; +import './globals.css'; + +export const metadata: Metadata = { + title: 'Create Next App', + description: 'Generated by create next app' +}; + +export default function RootLayout({ + children +}: Readonly<{ + children: React.ReactNode; +}>) { + return ( + + {children} + + ); +} diff --git a/packages/web-examples/next-example/src/app/page.tsx b/packages/web-examples/next-example/src/app/page.tsx new file mode 100644 index 0000000..9aa5d84 --- /dev/null +++ b/packages/web-examples/next-example/src/app/page.tsx @@ -0,0 +1,5 @@ +import BackgroundRemovalNoSSR from './BackgroundRemovalNoSSR'; + +export default function Home() { + return ; +} diff --git a/packages/web-examples/next-example/tsconfig.json b/packages/web-examples/next-example/tsconfig.json new file mode 100644 index 0000000..c133409 --- /dev/null +++ b/packages/web-examples/next-example/tsconfig.json @@ -0,0 +1,27 @@ +{ + "compilerOptions": { + "target": "ES2017", + "lib": ["dom", "dom.iterable", "esnext"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "moduleResolution": "bundler", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "preserve", + "incremental": true, + "plugins": [ + { + "name": "next" + } + ], + "paths": { + "@/*": ["./src/*"] + } + }, + "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"], + "exclude": ["node_modules"] +} diff --git a/packages/web-examples/vite-project/package-lock.json b/packages/web-examples/vite-project/package-lock.json index a09db7c..b357e24 100644 --- a/packages/web-examples/vite-project/package-lock.json +++ b/packages/web-examples/vite-project/package-lock.json @@ -1,15 +1,16 @@ { "name": "vite-project", - "version": "1.5.6", + "version": "1.5.7", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "vite-project", - "version": "1.5.6", + "version": "1.5.7", "dependencies": { "@imgly/background-removal": "file:../../web", "@imgly/background-removal-data": "file:../../web-data", + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893", "vue": "^3.2.47" }, "devDependencies": { @@ -48,12 +49,11 @@ }, "../../web": { "name": "@imgly/background-removal", - "version": "1.5.6", + "version": "1.5.7", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { "lodash-es": "^4.17.21", "ndarray": "~1.0.0", - "onnxruntime-web": "~1.20.1", "zod": "^3.23.8" }, "devDependencies": { @@ -71,14 +71,17 @@ "util": "~0.12.0", "webpack": "~5.85.0", "webpack-cli": "~5.1.0" + }, + "peerDependencies": { + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893" } }, "../../web-data": { "name": "@imgly/background-removal-data", - "version": "1.5.6", + "version": "1.5.7", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { - "onnxruntime-web": "~1.20.1" + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893" } }, "node_modules/@babel/parser": { @@ -457,6 +460,68 @@ "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.4.15.tgz", 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{ + "version": "1.0.9", + "resolved": "https://registry.npmjs.org/guid-typescript/-/guid-typescript-1.0.9.tgz", + "integrity": "sha512-Y8T4vYhEfwJOTbouREvG+3XDsjr8E3kIr7uf+JZ0BYloFsttiHU0WfvANVsR7TxNUJa/WpCnw/Ino/p+DeBhBQ==" + }, "node_modules/he": { "version": "1.2.0", "resolved": "https://registry.npmjs.org/he/-/he-1.2.0.tgz", @@ -724,6 +799,11 @@ "he": "bin/he" } }, + "node_modules/long": { + "version": "5.2.4", + "resolved": "https://registry.npmjs.org/long/-/long-5.2.4.tgz", + "integrity": "sha512-qtzLbJE8hq7VabR3mISmVGtoXP8KGc2Z/AT8OuqlYD7JTR3oqrgwdjnk07wpj1twXxYmgDXgoKVWUG/fReSzHg==" + }, "node_modules/lru-cache": { "version": "6.0.0", "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-6.0.0.tgz", @@ -785,11 +865,34 @@ "node": "^10 || ^12 || ^13.7 || ^14 || >=15.0.1" } }, + "node_modules/onnxruntime-common": { + "version": "1.21.0-dev.20241212-1f88284f96", + "resolved": "https://registry.npmjs.org/onnxruntime-common/-/onnxruntime-common-1.21.0-dev.20241212-1f88284f96.tgz", + "integrity": "sha512-zD6mQJfgeezbNKV2fiN/ZqB+LKdixJ7sKc5vu6PdqMU+bZk581g5XqrhoYNwe/RDJdFGQSMKK9+gUg4Mep+jKw==" + }, + "node_modules/onnxruntime-web": { + "version": "1.21.0-dev.20250114-228dd16893", + "resolved": "https://registry.npmjs.org/onnxruntime-web/-/onnxruntime-web-1.21.0-dev.20250114-228dd16893.tgz", + "integrity": "sha512-fUnedxS63NYwNkQJlvdD55jVcOtyM+Qzw1SGt9Pj3jZVaIwR4mltx/5C0yvwdue44BTSV7M5Q0qnhL6/30ewqA==", + "dependencies": { + "flatbuffers": "^1.12.0", + "guid-typescript": "^1.0.9", + "long": "^5.2.3", + "onnxruntime-common": "1.21.0-dev.20241212-1f88284f96", + "platform": "^1.3.6", + "protobufjs": "^7.2.4" + } + }, "node_modules/picocolors": { "version": "1.0.0", "resolved": "https://registry.npmjs.org/picocolors/-/picocolors-1.0.0.tgz", "integrity": "sha512-1fygroTLlHu66zi26VoTDv8yRgm0Fccecssto+MhsZ0D/DGW2sm8E8AjW7NU5VVTRt5GxbeZ5qBuJr+HyLYkjQ==" }, + "node_modules/platform": { + "version": "1.3.6", + "resolved": "https://registry.npmjs.org/platform/-/platform-1.3.6.tgz", + "integrity": "sha512-fnWVljUchTro6RiCFvCXBbNhJc2NijN7oIQxbwsyL0buWJPG85v81ehlHI9fXrJsMNgTofEoWIQeClKpgxFLrg==" + }, "node_modules/postcss": { "version": "8.4.24", "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.24.tgz", @@ -817,6 +920,29 @@ "node": "^10 || ^12 || >=14" } }, + "node_modules/protobufjs": { + "version": "7.4.0", + "resolved": "https://registry.npmjs.org/protobufjs/-/protobufjs-7.4.0.tgz", + "integrity": "sha512-mRUWCc3KUU4w1jU8sGxICXH/gNS94DvI1gxqDvBzhj1JpcsimQkYiOJfwsPUykUI5ZaspFbSgmBLER8IrQ3tqw==", + "hasInstallScript": true, + "dependencies": { + "@protobufjs/aspromise": "^1.1.2", + "@protobufjs/base64": "^1.1.2", + "@protobufjs/codegen": "^2.0.4", + "@protobufjs/eventemitter": "^1.1.0", + "@protobufjs/fetch": "^1.1.0", + "@protobufjs/float": "^1.0.2", + "@protobufjs/inquire": "^1.1.0", + "@protobufjs/path": "^1.1.2", + "@protobufjs/pool": "^1.1.0", + "@protobufjs/utf8": "^1.1.0", + "@types/node": ">=13.7.0", + "long": "^5.0.0" + }, + "engines": { + "node": ">=12.0.0" + } + }, "node_modules/rollup": { "version": "3.25.1", "resolved": "https://registry.npmjs.org/rollup/-/rollup-3.25.1.tgz", @@ -869,6 +995,11 @@ "node": ">=14.17" } }, + "node_modules/undici-types": { + "version": "6.20.0", + "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.20.0.tgz", + "integrity": "sha512-Ny6QZ2Nju20vw1SRHe3d9jVu6gJ+4e3+MMpqu7pqE5HT6WsTSlce++GQmK5UXS8mzV8DSYHrQH+Xrf2jVcuKNg==" + }, "node_modules/vite": { "version": "4.3.9", "resolved": "https://registry.npmjs.org/vite/-/vite-4.3.9.tgz", diff --git a/packages/web-examples/vite-project/package.json b/packages/web-examples/vite-project/package.json index 74cbfe4..9fb3c1e 100644 --- a/packages/web-examples/vite-project/package.json +++ b/packages/web-examples/vite-project/package.json @@ -1,7 +1,7 @@ { "name": "vite-project", "private": true, - "version": "1.5.7", + "version": "1.5.8", "type": "module", "scripts": { "start": "npm run dev", @@ -12,7 +12,8 @@ "dependencies": { "@imgly/background-removal": "file:../../web", "@imgly/background-removal-data": "file:../../web-data", - "vue": "^3.2.47" + "vue": "^3.2.47", + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893" }, "devDependencies": { "@vitejs/plugin-vue": "^4.1.0", diff --git a/packages/web/README.md b/packages/web/README.md index de43ab1..5791f9e 100644 --- a/packages/web/README.md +++ b/packages/web/README.md @@ -26,12 +26,12 @@ The Neural Network ([ONNX model](https://onnx.ai/)) and WASM files used by `@img ## Installation -You can install `@imgly/background-removal` via npm or yarn. Use the following commands to install the package: +You can install `@imgly/background-removal` via npm or yarn. You also need to install the onnxruntime-web peer dependency. Use the following commands to install the packages: ### NPM ```shell -npm install @imgly/background-removal +npm install @imgly/background-removal onnxruntime-web@1.21.0-dev.20250114-228dd16893 ``` ## Usage @@ -58,7 +58,6 @@ type Config = { publicPath: string; // The public path used for model and wasm files. Default: 'https://staticimgly.com/${PACKAGE_NAME}-data/${PACKAGE_VERSION}/dist/' debug: bool; // enable or disable useful console.log outputs device: 'cpu' | 'gpu'; // choose the execution device. gpu will use webgpu if available - proxyToWorker: bool; // Whether to proxy the calculations to a web worker. (Default true) model: 'isnet' | 'isnet_fp16' | 'isnet_quint8'; // The model to use. (Default "isnet_fp16") output: { format: 'image/png' | 'image/jpeg' | 'image/webp'; // The output format. (Default "image/png") @@ -68,6 +67,10 @@ type Config = { }; ``` +### NextJS + +Note that currently only NextJS 15 is supported. + ### Download Size vs Quality The onnx model is shipped in various sizes and needs. diff --git a/packages/web/package.json b/packages/web/package.json index c6d9e58..2b7fff1 100644 --- a/packages/web/package.json +++ b/packages/web/package.json @@ -1,6 +1,6 @@ { "name": "@imgly/background-removal", - "version": "1.5.7", + "version": "1.5.8", "description": "Background Removal in the Browser", "keywords": [ "background-removal", @@ -61,9 +61,11 @@ "dependencies": { "lodash-es": "^4.17.21", "ndarray": "~1.0.0", - "onnxruntime-web": "~1.20.1", "zod": "^3.23.8" }, + "peerDependencies": { + "onnxruntime-web": "1.21.0-dev.20250114-228dd16893" + }, "devDependencies": { "@types/lodash-es": "^4.17.12", "@types/ndarray": "~1.0.14", diff --git a/packages/web/scripts/build.mjs b/packages/web/scripts/build.mjs index 488024d..8ba66e7 100644 --- a/packages/web/scripts/build.mjs +++ b/packages/web/scripts/build.mjs @@ -3,7 +3,7 @@ export { configs }; import * as esbuild from 'esbuild'; import pkg from '../package.json' assert { type: 'json' }; -const dependencies = Object.keys(pkg.dependencies); +const dependencies = [Object.keys(pkg.peerDependencies)].flat(); const configs = [ { diff --git a/packages/web/src/onnx.ts b/packages/web/src/onnx.ts index 1b4f3f3..c60cbde 100644 --- a/packages/web/src/onnx.ts +++ b/packages/web/src/onnx.ts @@ -1,21 +1,32 @@ export { createOnnxSession, runOnnxSession }; import ndarray, { NdArray } from 'ndarray'; -import type ORT from 'onnxruntime-web'; - -import * as ort_cpu from 'onnxruntime-web'; -import * as ort_gpu from 'onnxruntime-web/webgpu'; - +import { InferenceSession, Tensor } from 'onnxruntime-web'; import * as caps from './capabilities'; +import { loadAsUrl } from './resource'; import { Config } from './schema'; -import { loadAsUrl, resolveChunkUrls } from './resource'; + +type ORT = typeof import('onnxruntime-web'); +// use a dynamic import to avoid bundling the entire onnxruntime-web package +let ort: ORT | null = null; +const getOrt = async (useWebGPU: boolean): Promise => { + if (ort !== null) { + return ort; + } + if (useWebGPU) { + ort = (await import('onnxruntime-web/webgpu')).default; + } else { + ort = (await import('onnxruntime-web')).default; + } + return ort; +}; async function createOnnxSession(model: any, config: Config) { const useWebGPU = config.device === 'gpu' && (await caps.webgpu()); // BUG: proxyToWorker is not working for WASM/CPU Backend for now const proxyToWorker = useWebGPU && config.proxyToWorker; const executionProviders = [useWebGPU ? 'webgpu' : 'wasm']; - const ort = useWebGPU ? ort_gpu : ort_cpu; + const ort = await getOrt(useWebGPU); if (config.debug) { console.debug('\tUsing WebGPU:', useWebGPU); @@ -45,14 +56,14 @@ async function createOnnxSession(model: any, config: Config) { console.debug('ort.env.wasm:', ort.env.wasm); } - const ort_config: ORT.InferenceSession.SessionOptions = { + const ortConfig: InferenceSession.SessionOptions = { executionProviders: executionProviders, graphOptimizationLevel: 'all', executionMode: 'parallel', enableCpuMemArena: true }; - const session = await ort.InferenceSession.create(model, ort_config).catch( + const session = await ort.InferenceSession.create(model, ortConfig).catch( (e: any) => { throw new Error( `Failed to create session: "${e}". Please check if the publicPath is set correctly.` @@ -69,7 +80,7 @@ async function runOnnxSession( config: Config ) { const useWebGPU = config.device === 'gpu' && (await caps.webgpu()); - const ort = useWebGPU ? ort_gpu : ort_cpu; + const ort = await getOrt(useWebGPU); const feeds: Record = {}; for (const [key, tensor] of inputs) { @@ -82,7 +93,7 @@ async function runOnnxSession( const outputData = await session.run(feeds, {}); const outputKVPairs: NdArray[] = []; for (const key of outputs) { - const output: ORT.Tensor = outputData[key]; + const output: Tensor = outputData[key]; const shape: number[] = output.dims as number[]; const data: Float32Array = output.data as Float32Array; const tensor = ndarray(data, shape); diff --git a/packages/web/src/schema.ts b/packages/web/src/schema.ts index 5023840..482890f 100644 --- a/packages/web/src/schema.ts +++ b/packages/web/src/schema.ts @@ -32,7 +32,7 @@ const ConfigSchema = z .describe('The device to run the model on.'), proxyToWorker: z .boolean() - .default(true) + .default(false) .describe('Whether to proxy inference to a web worker.'), fetchArgs: z .any() diff --git a/packages/web/tsconfig.json b/packages/web/tsconfig.json index 67e074f..3c0f884 100644 --- a/packages/web/tsconfig.json +++ b/packages/web/tsconfig.json @@ -1,12 +1,13 @@ { "compilerOptions": { - "lib": ["DOM", "ES2015"], + "lib": ["DOM", "ESNext"], "resolveJsonModule": true, "esModuleInterop": true, "emitDeclarationOnly": true, "declaration": true, "allowJs": true, "target": "ES6", - "moduleResolution": "Node16" + "moduleResolution": "bundler", + "module": "es2020" } }