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upscaler

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

https://github.com/thekevinscott/upscalerjs

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (14.7%) to scientific vocabulary

Keywords

ai deblurring dehazing denoising deraining esrgan image-enhancment low-light-image-enhancement neural-networks retouching super-resoluion tensorflow tfjs upscale

Keywords from Contributors

mesh sequences genetic-algorithm interactive hacking network-simulation
Last synced: 6 months ago · JSON representation

Repository

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

Basic Info
  • Host: GitHub
  • Owner: thekevinscott
  • License: mit
  • Language: TypeScript
  • Default Branch: main
  • Homepage: https://upscalerjs.com
  • Size: 715 MB
Statistics
  • Stars: 848
  • Watchers: 10
  • Forks: 77
  • Open Issues: 7
  • Releases: 17
Topics
ai deblurring dehazing denoising deraining esrgan image-enhancment low-light-image-enhancement neural-networks retouching super-resoluion tensorflow tfjs upscale
Created over 5 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

UpscalerJS

Latest UpscalerJS NPM Version License for UpscalerJS Downloads per week on NPM for UpscalerJS Status of tests for UpscalerJS repository Code Coverage for UpscalerJS DeepSource issues for UpscalerJS

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

  • Pretrained Models: Enhance images using UpscalerJS's diverse pretrained models, designed to suit various image styles and requirements including increasing image resolution, denoising, deblurring, and more.
  • Seamless Platform Integration: Integrate UpscalerJS across Browser, Node (CPU and GPU), and Workers environments.
  • Comprehensive Documentation: Leverage UpscalerJS confidently with extensive documentation, thorough examples, and TypeScript support.
  • UI-Focused Enhancement: Performant UI support with built-in patch-based processing that supports performance without sacrificing quality.
  • Device Compatibility: Consistent image enhancement across a variety of devices, including desktops, tablets, and phones.
  • Custom Model Integration: Extend UpscalerJS by integrating your own pretrained models for personalized image enhancements.

Demo

A live demo is here.

Quick Start

javascript import Upscaler from 'upscaler'; const upscaler = new Upscaler(); upscaler.upscale('/path/to/image').then(upscaledImage => { console.log(upscaledImage); // base64 representation of image src });

Documentation

View the docs here.

Guides

You can view runnable code examples. You can also find the guides here on Github.

Support the Project

Add a star on GitHub or tweet to support the project!

License

MIT License Kevin Scott

Owner

  • Name: Kevin Scott
  • Login: thekevinscott
  • Kind: user
  • Company: Theory, Incorporated

Hacker

GitHub Events

Total
  • Issues event: 1
  • Watch event: 65
  • Issue comment event: 3
  • Fork event: 2
Last Year
  • Issues event: 1
  • Watch event: 65
  • Issue comment event: 3
  • Fork event: 2

Committers

Last synced: 10 months ago

All Time
  • Total Commits: 1,104
  • Total Committers: 5
  • Avg Commits per committer: 220.8
  • Development Distribution Score (DDS): 0.241
Past Year
  • Commits: 1
  • Committers: 1
  • Avg Commits per committer: 1.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Kevin Scott 1****t 838
Kevin Scott k****n@h****m 260
dependabot[bot] 4****] 4
deepsource-autofix[bot] 6****] 1
Dan Wexler w****x@z****m 1
Committer Domains (Top 20 + Academic)
zorroa.com: 1 hitheory.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 26
  • Total pull requests: 358
  • Average time to close issues: 2 months
  • Average time to close pull requests: 3 days
  • Total issue authors: 18
  • Total pull request authors: 2
  • Average comments per issue: 2.77
  • Average comments per pull request: 0.06
  • Merged pull requests: 309
  • Bot issues: 0
  • Bot pull requests: 13
Past Year
  • Issues: 2
  • Pull requests: 5
  • Average time to close issues: 22 days
  • Average time to close pull requests: 28 days
  • Issue authors: 2
  • Pull request authors: 2
  • Average comments per issue: 2.5
  • Average comments per pull request: 0.2
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 4
View more stats
Top Authors
Issue Authors
  • thekevinscott (8)
  • av01d (1)
  • hughpearse (1)
  • aprudnikoff (1)
  • NayamAmarshe (1)
  • Livijn (1)
  • dano1066 (1)
  • AntiProSkills (1)
  • Thisen (1)
  • manuelernestog (1)
  • AugustoJDev (1)
  • jeffcrouse (1)
  • Rstacx (1)
  • deepushajia (1)
  • Skyknight47 (1)
Pull Request Authors
  • thekevinscott (323)
  • dependabot[bot] (18)
Top Labels
Issue Labels
enhancement (3)
Pull Request Labels
dependencies (18) github_actions (2) javascript (1)

Packages

  • Total packages: 1
  • Total downloads:
    • npm 2,211 last-month
  • Total docker downloads: 76
  • Total dependent packages: 4
  • Total dependent repositories: 56
  • Total versions: 90
  • Total maintainers: 1
npmjs.org: upscaler

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser and Node Compatible, MIT License.

  • Versions: 90
  • Dependent Packages: 4
  • Dependent Repositories: 56
  • Downloads: 2,211 Last month
  • Docker Downloads: 76
Rankings
Docker downloads count: 1.7%
Dependent repos count: 1.8%
Stargazers count: 2.7%
Average: 3.0%
Forks count: 3.5%
Downloads: 3.9%
Dependent packages count: 4.5%
Maintainers (1)
thekevinscott
Last synced: 7 months ago

Dependencies

.github/workflows/tests.yml actions
  • actions/checkout v2 composite
  • actions/download-artifact v2 composite
  • actions/setup-node v2 composite
  • actions/upload-artifact v2 composite
  • browserstack/github-actions/setup-env master composite
  • codecov/codecov-action v3 composite
  • pnpm/action-setup v2.0.1 composite
.github/workflows/update-lockfile.yml actions
  • actions/checkout v3 composite
  • pnpm/action-setup v2 composite
.github/actions/setup-pnpm/action.yml actions
  • actions/setup-node v3 composite
  • pnpm/action-setup v2 composite
.github/workflows/browserlist.yml actions
  • actions/checkout v3 composite
  • c2corg/browserslist-update-action v2 composite
.github/workflows/docs.yml actions
  • ./.github/actions/setup-dvc * composite
  • ./.github/actions/setup-pnpm * composite
  • actions/checkout v2 composite
  • actions/deploy-pages v2 composite
  • actions/setup-node v2 composite
  • actions/upload-pages-artifact v1 composite
Dockerfile docker
  • tensorflow/tensorflow latest-devel-gpu build
dev/browser/package.json npm
  • @types/stats.js ^0.17.0 development
  • @upscalerjs/esrgan-legacy workspace:* development
  • @upscalerjs/esrgan-medium workspace:* development
  • @upscalerjs/esrgan-slim workspace:* development
  • @upscalerjs/esrgan-thick workspace:* development
  • @upscalerjs/pixel-upsampler workspace:* development
  • seedrandom 3.0.5 development
  • upscaler workspace:* development
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • stats.js ^0.17.0
dev/node/package.json npm
  • @tensorflow/tfjs-node-gpu ~4.8.0
  • commander ^11.0.0
  • seedrandom 3.0.5
  • ts-node ^10.9.1
  • upscaler workspace:*
docs/package.json npm
  • @algolia/client-search ^4.19.1 development
  • @docusaurus/module-type-aliases ^2.4.1 development
  • @docusaurus/types ^2.4.1 development
  • @internals/common workspace:* development
  • @tsconfig/docusaurus ^2.0.0 development
  • @types/react ^18.2.20 development
  • @types/react-dom ^18.2.7 development
  • @types/sql.js ^1.4.4 development
  • concurrently ^8.2.0 development
  • docusaurus-plugin-sass ^0.2.5 development
  • docusaurus-plugin-typedoc ^0.19.2 development
  • esbuild ^0.19.2 development
  • esbuild-loader ^4.0.1 development
  • nodemon ^3.0.1 development
  • prop-types ^15.8.1 development
  • sass ^1.66.1 development
  • sass-loader ^13.3.2 development
  • typedoc ^0.24.8 development
  • typedoc-plugin-markdown ^3.15.4 development
  • typescript ^5.1.6 development
  • webpack ^5.88.2 development
  • @docusaurus/core ^2.4.1
  • @docusaurus/preset-classic ^2.4.1
  • @docusaurus/theme-common ^2.4.1
  • @mdx-js/react ^1.6.2
  • @shoelace-style/shoelace 2.7.0
  • @tensorflow/tfjs ~4.8.0
  • @upscalerjs/esrgan-medium workspace:*
  • chart.js ^4.3.3
  • classnames ^2.3.2
  • clsx ^2.0.0
  • crypto-browserify ^3.12.0
  • date-fns ^2.30.0
  • google-palette ^1.1.1
  • image-comparison-viewer 0.5.4
  • path-browserify ^1.0.1
  • prism-react-renderer ^2.0.6
  • react ^18.2.0
  • react-chartjs-2 ^5.2.0
  • react-dom ^18.2.0
  • react-dropzone ^14.2.3
  • react-github-btn ^1.4.0
  • react-icons ^4.10.1
  • react-loading ^2.0.3
  • react-markdown ^8.0.7
  • react-twitter-embed ^4.0.4
  • seedrandom 3.0.5
  • sql-wasm ^1.1.4
  • sql.js ^1.8.0
  • stream-browserify ^3.0.0
  • upscaler workspace:*
docs/pnpm-lock.yaml npm
  • 1178 dependencies
docs/src/components/homepage/homepage-code-embed/package.json npm
  • @tensorflow/tfjs ~4.8.0
  • @upscalerjs/esrgan-thick latest
  • seedrandom ^3.0.5
  • upscaler workspace:*
docs/workers/image-search/package.json npm
  • @cloudflare/workers-types ^4.20230814.0 development
  • @upscalerjs/workers.shared workspace:* development
  • typescript ^5.1.6 development
  • wrangler ^3.5.1 development
docs/workers/shared/package.json npm
  • @cloudflare/workers-types ^4.20230814.0 development
  • typescript ^5.1.6 development
  • wrangler ^3.5.1 development
docs/workers/upscale/package.json npm
  • @cloudflare/workers-types ^4.20230814.0 development
  • @types/node ^20.5.1 development
  • @upscalerjs/default-model workspace:* development
  • @upscalerjs/workers.shared workspace:* development
  • seedrandom 3.0.5 development
  • typescript ^5.1.6 development
  • upscaler workspace:* development
  • wrangler ^3.5.1 development
  • @tensorflow/tfjs ~4.8.0
  • aws-sdk ^2.1440.0
  • jpeg-js ^0.4.4
  • mock-aws-s3 ^4.0.2
  • nock ^13.3.3
examples/basic-npm/package.json npm
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/basic-umd/package.json npm
examples/cancel/package.json npm
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/cloudflare-worker/package.json npm
  • @cloudflare/workers-types ^3.19.0 development
  • @types/node ^17.0.45 development
  • npx ^10.2.2 development
  • seedrandom 3.0.5 development
  • typescript ^5.1.6 development
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • @tensorflow/tfjs-core ~4.8.0
  • @upscalerjs/esrgan-slim ^1.0.0-beta.7
  • @upscalerjs/esrgan-thick ^1.0.0-beta.10
  • aws-sdk ^2.1433.0
  • jpeg-js ^0.4.4
  • mock-aws-s3 ^4.0.2
  • nock ^13.3.2
  • upscaler latest
examples/custom-model-configurations/package.json npm
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/electron/package.json npm
  • electron ^23.3.12 development
  • @tensorflow/tfjs ^4.8.0
  • esbuild ^0.18.20
  • seedrandom ^3.0.5
  • upscaler latest
examples/memory-management/package.json npm
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/models/package.json npm
  • @tensorflow/tfjs ~4.8.0
  • @upscalerjs/esrgan-thick 1.0.0-beta.8
  • seedrandom ^3.0.5
  • upscaler latest
examples/nodejs/package.json npm
  • @tensorflow/tfjs-node ~4.8.0
  • express 4.16.4
  • seedrandom 3.0.5
  • upscaler latest
examples/nodejs-custom-file-path/package.json npm
  • @tensorflow/tfjs-node ~4.8.0
  • express 4.18.2
  • seedrandom 3.0.5
  • upscaler latest
examples/nodejs-model/package.json npm
  • @tensorflow/tfjs ~4.8.0
  • @tensorflow/tfjs-node ~4.8.0
  • @upscalerjs/esrgan-thick 1.0.0-beta.11
  • express 4.18.2
  • seedrandom 3.0.5
  • upscaler latest
examples/patch-sizes/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/progress/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/react/package.json npm
  • @babel/plugin-syntax-flow ^7.22.5
  • @babel/plugin-transform-react-jsx ^7.22.5
  • @tensorflow/tfjs ~4.8.0
  • react ^17.0.2
  • react-dom ^17.0.2
  • react-dropzone ^11.7.1
  • react-scripts 5.0.0
  • seedrandom ^3.0.5
  • typescript ^5.1.6
  • upscaler latest
examples/self-hosting-models/package.json npm
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/tensors/package.json npm
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/upload/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/warmup/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/webcam/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
examples/webworker/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • seedrandom ^3.0.5
  • upscaler latest
internals/bundlers/package.json npm
  • @types/ejs ^3.1.2 development
  • @types/js-yaml ^4.0.5 development
  • @typescript-eslint/eslint-plugin 6.4.0 development
  • @typescript-eslint/parser 6.4.0 development
  • eslint 8.47.0 development
  • typescript ^5.2.2 development
  • vitest ^0.34.2 development
  • wireit latest development
  • @internals/common workspace:*
  • @internals/http-server workspace:*
  • fs-extra latest
internals/common/package.json npm
  • @types/ejs ^3.1.2 development
  • vitest ^0.34.5 development
  • vitest-mock-process ^1.0.4 development
  • chalk ^4.1.2
  • ejs ^3.1.9
  • fs-extra latest
  • get-port ^7.0.0
  • wireit ^0.14.0
internals/http-server/package.json npm
  • @types/localtunnel ^2.0.2 development
  • vitest ^0.34.2 development
  • wireit latest development
  • @internals/common workspace:*
  • cloudflared ^0.5.0
  • fs-extra ^11.1.1
  • localtunnel ^2.0.2
  • ngrok 5.0.0-beta.2
  • tunnelmole latest
internals/package.json npm
  • wireit latest development
internals/test-runner/package.json npm
  • vitest latest development
  • wireit latest development
  • @internals/common workspace:*
  • @internals/http-server workspace:*
  • fs-extra latest
  • puppeteer ^21.1.0
internals/upscaler-cli/package.json npm
  • @commander-js/extra-typings ^11.0.0 development
  • @types/node ^20.5.1 development
  • @types/uglify-js ^3.17.1 development
  • vitest ^0.34.2 development
  • @internals/common workspace:*
  • @types/fast-levenshtein ^0.0.2
  • chalk ^5.3.0
  • commander ^11.0.0
  • fast-levenshtein ^3.0.0
  • inquirer ^9.2.10
  • ts-node ^10.9.1
  • tsc-alias ^1.8.7
internals/webdriver/package.json npm
  • @types/selenium-webdriver 4.1.15 development
  • vitest ^0.34.2 development
  • wireit latest development
  • dotenv 16.3.1
  • fs-extra ^11.1.1
  • selenium-webdriver 4.4.0
models/default-model/demo/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • @upscalerjs/default-model 1.0.0-beta.7
  • seedrandom ^3.0.5
  • upscaler 1.0.0-beta.18
models/default-model/package.json npm
  • @rollup/plugin-json ^6.0.0 development
  • @tensorflow/tfjs ~4.8.0 development
  • @tensorflow/tfjs-core ~4.8.0 development
  • @tensorflow/tfjs-layers ~4.8.0 development
  • @tensorflow/tfjs-node ~4.8.0 development
  • @tensorflow/tfjs-node-gpu ~4.8.0 development
  • babel-plugin-transform-inline-environment-variables ^0.4.4 development
  • seedrandom 3.0.5 development
models/esrgan-legacy/demo/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
  • @upscalerjs/esrgan-legacy 1.0.0-beta.9
  • seedrandom ^3.0.5
  • upscaler 1.0.0-beta.18
models/esrgan-legacy/package.json npm
  • @tensorflow/tfjs ~4.8.0 development
  • @tensorflow/tfjs-core ~4.8.0 development
  • @tensorflow/tfjs-layers ~4.8.0 development
  • @tensorflow/tfjs-node ~4.8.0 development
  • @tensorflow/tfjs-node-gpu ~4.8.0 development
  • seedrandom 3.0.5 development
  • wireit ^0.14.0 development
models/esrgan-medium/demo/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
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  • seedrandom ^3.0.5
  • upscaler 1.0.0-beta.18
models/esrgan-medium/package.json npm
  • @tensorflow/tfjs ~4.8.0 development
  • @tensorflow/tfjs-core ~4.8.0 development
  • @tensorflow/tfjs-layers ~4.8.0 development
  • @tensorflow/tfjs-node ~4.8.0 development
  • @tensorflow/tfjs-node-gpu ~4.8.0 development
  • seedrandom 3.0.5 development
  • wireit ^0.14.0 development
models/esrgan-slim/demo/package.json npm
  • vite ^4.4.9 development
  • @tensorflow/tfjs ~4.8.0
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models/esrgan-slim/package.json npm
  • @tensorflow/tfjs ~4.8.0 development
  • @tensorflow/tfjs-core ~4.8.0 development
  • @tensorflow/tfjs-layers ~4.8.0 development
  • @tensorflow/tfjs-node ~4.8.0 development
  • @tensorflow/tfjs-node-gpu ~4.8.0 development
  • seedrandom 3.0.5 development
  • wireit ^0.14.0 development
models/esrgan-thick/demo/package.json npm
  • vite ^4.4.9 development
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models/esrgan-thick/package.json npm
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  • @tensorflow/tfjs-core ~4.8.0 development
  • @tensorflow/tfjs-layers ~4.8.0 development
  • @tensorflow/tfjs-node ~4.8.0 development
  • @tensorflow/tfjs-node-gpu ~4.8.0 development
  • seedrandom 3.0.5 development
  • wireit ^0.14.0 development
models/pixel-upsampler/package.json npm
  • @tensorflow/tfjs ~4.8.0 development
  • @tensorflow/tfjs-node ~4.8.0 development
  • @tensorflow/tfjs-node-gpu ~4.8.0 development
  • seedrandom 3.0.5 development
  • wireit ^0.14.0 development
package.json npm
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  • @babel/core 7.22.10 development
  • @babel/plugin-proposal-export-namespace-from 7.18.9 development
  • @babel/plugin-transform-modules-commonjs 7.22.5 development
  • @babel/preset-env 7.22.10 development
  • @babel/preset-typescript 7.22.5 development
  • @internals/bundlers workspace:* development
  • @internals/common workspace:* development
  • @internals/http-server workspace:* development
  • @internals/test-runner workspace:* development
  • @internals/upscaler-cli workspace:* development
  • @internals/webdriver workspace:* development
  • @rollup/plugin-commonjs 25.0.4 development
  • @rollup/plugin-node-resolve 15.2.0 development
  • @schemastore/package 0.0.10 development
  • @tensorflow/tfjs 4.8.0 development
  • @tensorflow/tfjs-node 4.8.0 development
  • @tensorflow/tfjs-node-gpu 4.8.0 development
  • @types/babel__core 7.20.1 development
  • @types/chai 4.3.5 development
  • @types/chai-as-promised 7.1.5 development
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  • @types/inquirer 9.0.3 development
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  • @types/mocha 10.0.1 development
  • @types/node 20.5.1 development
  • @types/pixelmatch 5.2.4 development
  • @types/pngjs 6.0.1 development
  • @types/selenium-webdriver 4.1.15 development
  • @types/serve-handler 6.1.1 development
  • @types/tar 6.1.5 development
  • @types/tiny-async-pool 2.0.0 development
  • @types/yargs 17.0.24 development
  • @typescript-eslint/eslint-plugin 6.4.0 development
  • @typescript-eslint/parser 6.4.0 development
  • babel-plugin-add-module-exports 1.0.4 development
  • chai 4.3.7 development
  • chai-as-promised 7.1.1 development
  • chokidar 3.5.3 development
  • docsify-cli 4.4.4 development
  • dotenv 16.3.1 development
  • esbuild 0.19.2 development
  • eslint 8.47.0 development
  • eslint-config-prettier 9.0.0 development
  • eslint-plugin-jsdoc 46.5.0 development
  • eslint-plugin-prefer-arrow 1.2.3 development
  • fast-folder-size 2.2.0 development
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  • seedrandom 3.0.5 development
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  • serve 14.2.0 development
  • serve-handler 6.1.5 development
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packages/core/package.json npm
packages/shared/package.json npm
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packages/upscalerjs/package.json npm
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packages/upscalerjs-models/package.json npm
packages/upscalerjs-wrapper/package.json npm
  • upscaler workspace:*
pnpm-lock.yaml npm
  • 2239 dependencies
scripts/package.json npm
  • @internals/bundlers workspace:* development
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  • upscaler workspace:*
test/lib/esm-esbuild/package.json npm
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test/lib/esm-webpack/package.json npm
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test/lib/node/package.json npm
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