From e368155cdb05618055fa20718f1a5cc1f8dca2ba Mon Sep 17 00:00:00 2001 From: theoleuthardt Date: Sat, 22 Feb 2025 14:29:36 +0100 Subject: [PATCH 1/6] feat: backend route for removing backgrounds from images with imgly --- backend/package-lock.json | 1533 +++++++++++++++++++++++++- backend/package.json | 4 +- backend/server.ts | 2 + backend/src/routes/removebg.route.ts | 43 + 4 files changed, 1580 insertions(+), 2 deletions(-) create mode 100644 backend/src/routes/removebg.route.ts diff --git a/backend/package-lock.json b/backend/package-lock.json index b6705e9..730f3a5 100644 --- a/backend/package-lock.json +++ b/backend/package-lock.json @@ -11,13 +11,15 @@ "dependencies": { "@fastify/cors": "^10.0.2", "@fastify/multipart": "^9.0.3", + "@imgly/background-removal-node": "^1.4.5", "dotenv": "^16.4.7", "fastify": "^5.2.1", "fastify-cors": "^6.0.3", "fastify-multipart": "^5.3.1", "libreoffice-convert": "^1.6.0", "luxon": "^3.5.0", - "qrcode": "^1.5.4" + "qrcode": "^1.5.4", + "sharp": 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"https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz", + "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==", + "license": "MIT", + "dependencies": { + "ansi-styles": "^4.0.0", + "string-width": "^4.1.0", + "strip-ansi": "^6.0.0" + }, + "engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/chalk/wrap-ansi?sponsor=1" + } + }, "node_modules/wrappy": { "version": "1.0.2", "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz", @@ -1349,6 +2871,15 @@ "integrity": "sha512-JKhqTOwSrqNA1NY5lSztJ1GrBiUodLMmIZuLiDaMRJ+itFd+ABVE8XBjOvIWL+rSqNDC74LCSFmlb/U4UZ4hJQ==", "license": "ISC" }, + "node_modules/yallist": { + "version": "5.0.0", + "resolved": "https://registry.npmjs.org/yallist/-/yallist-5.0.0.tgz", + "integrity": "sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==", + "license": "BlueOak-1.0.0", + "engines": { + "node": ">=18" + } + }, "node_modules/yargs": { "version": "15.4.1", "resolved": "https://registry.npmjs.org/yargs/-/yargs-15.4.1.tgz", diff --git a/backend/package.json b/backend/package.json index ab5c3e8..d616ed5 100644 --- a/backend/package.json +++ b/backend/package.json @@ -14,13 +14,15 @@ "dependencies": { "@fastify/cors": "^10.0.2", "@fastify/multipart": "^9.0.3", + "@imgly/background-removal-node": "^1.4.5", "dotenv": "^16.4.7", "fastify": "^5.2.1", "fastify-cors": "^6.0.3", "fastify-multipart": "^5.3.1", "libreoffice-convert": "^1.6.0", "luxon": "^3.5.0", - "qrcode": "^1.5.4" + "qrcode": "^1.5.4", + "sharp": "^0.33.5" }, "devDependencies": { "@types/luxon": "^3.4.2", diff --git a/backend/server.ts b/backend/server.ts index 7593215..e73109a 100644 --- a/backend/server.ts +++ b/backend/server.ts @@ -8,6 +8,7 @@ import { regexTest } from "./src/routes/regextest.route"; import { tmzConvert } from "./src/routes/tmzconvert.route"; import { generateQRCode } from "./src/routes/generateqrcode.route"; import { wordCounter } from "./src/routes/wordcounter.route"; +import { removeBG } from "./src/routes/removebg.route"; const app = Fastify({ logger: true }); @@ -25,6 +26,7 @@ app.register(regexTest); app.register(tmzConvert); app.register(generateQRCode); app.register(wordCounter); +app.register(removeBG); const PORT = process.env.PORT || 4000; app.listen({ port: Number(PORT), host: "0.0.0.0" }, () => { diff --git a/backend/src/routes/removebg.route.ts b/backend/src/routes/removebg.route.ts new file mode 100644 index 0000000..ea06ebe --- /dev/null +++ b/backend/src/routes/removebg.route.ts @@ -0,0 +1,43 @@ +import { FastifyInstance, FastifyReply, FastifyRequest } from "fastify"; +import { Config, removeBackground } from "@imgly/background-removal-node"; +import sharp from "sharp"; + +export async function removeBG(app: FastifyInstance) { + app.post( + "/api/remove-bg", + async (request: FastifyRequest, reply: FastifyReply) => { + try { + const parts = request.parts(); + + let fileBuffer: Buffer | null = null; + + for await (const part of parts) { + if (part.type === "file") { + fileBuffer = await part.toBuffer(); + } + } + + if (!fileBuffer) { + return reply.status(400).send({ error: "No file uploaded!" }); + } + + console.log("Received file, buffer length:", fileBuffer.length); + + const rightFileBuffer = await sharp(fileBuffer) + .toFormat("png") + .toBuffer(); + console.log("Converted file:", rightFileBuffer); + const convertedBuffer = await removeBackground(rightFileBuffer); + + reply + .header("Content-Type", "image/png") + .header("Content-Disposition", `attachment; filename="converted.png"`) + .status(200) + .send(convertedBuffer); + } catch (error) { + console.error("Convert error:", error); + reply.status(500).send({ error: "Error while converting!" }); + } + }, + ); +} From 9cc7fe61d8cd68523b189e5b1066d0c1cd09ff46 Mon Sep 17 00:00:00 2001 From: theoleuthardt Date: Sat, 22 Feb 2025 14:30:02 +0100 Subject: [PATCH 2/6] fix: no config needed anymore --- backend/src/routes/removebg.route.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/backend/src/routes/removebg.route.ts b/backend/src/routes/removebg.route.ts index ea06ebe..30bb17e 100644 --- a/backend/src/routes/removebg.route.ts +++ b/backend/src/routes/removebg.route.ts @@ -1,5 +1,5 @@ import { FastifyInstance, FastifyReply, FastifyRequest } from "fastify"; -import { Config, removeBackground } from "@imgly/background-removal-node"; +import { removeBackground } from "@imgly/background-removal-node"; import sharp from "sharp"; export async function removeBG(app: FastifyInstance) { From ad7d94c8d054c79da7c35a7495e9d24b1f8f86dd Mon Sep 17 00:00:00 2001 From: theoleuthardt Date: Sat, 22 Feb 2025 14:30:52 +0100 Subject: [PATCH 3/6] feat: frontend page with remove bg api call and automatic download of output image --- frontend/src/app/bg-remover/layout.tsx | 20 ++++++ frontend/src/app/bg-remover/page.tsx | 96 ++++++++++++++++++++++++++ 2 files changed, 116 insertions(+) create mode 100644 frontend/src/app/bg-remover/layout.tsx create mode 100644 frontend/src/app/bg-remover/page.tsx diff --git a/frontend/src/app/bg-remover/layout.tsx b/frontend/src/app/bg-remover/layout.tsx new file mode 100644 index 0000000..4f2608a --- /dev/null +++ b/frontend/src/app/bg-remover/layout.tsx @@ -0,0 +1,20 @@ +import React from "react"; +import type { Metadata } from "next"; +import { toolLinks } from "@/constants"; + +export const metadata: Metadata = { + title: toolLinks[6].title, + description: "Remove backgrounds from your images!", +}; + +export default function RootLayout({ + children, +}: Readonly<{ + children: React.ReactNode; +}>) { + return ( + + {children} + + ); +} diff --git a/frontend/src/app/bg-remover/page.tsx b/frontend/src/app/bg-remover/page.tsx new file mode 100644 index 0000000..7ddf051 --- /dev/null +++ b/frontend/src/app/bg-remover/page.tsx @@ -0,0 +1,96 @@ +"use client"; +import React, { useState } from "react"; +import Navbar from "../../components/Navbar"; +import Footer from "../../components/Footer"; +import Button from "../../components/Button"; + +export default function BGRemover() { + const [file, setFile] = useState(null); + const [loading, setLoading] = useState(false); + + const handleFileChange = (event: React.ChangeEvent) => { + event.preventDefault(); + + if (event.target.files && event.target.files.length > 0) { + const selectedFile = event.target.files[0]; + setFile(selectedFile); + } + }; + + const removeBG = async () => { + if (!file) { + alert("No file selected"); + return; + } else if (file.size > 5 * 1024 * 1024) { + alert("File size should be less than 5MB"); + return; + } + + const formData = new FormData(); + formData.append("file", file); + + setLoading(true); + + try { + const response = await fetch(process.env.backend_url + "/api/remove-bg", { + method: "POST", + body: formData, + }); + + if (!response.ok) { + console.error(`Error: ${response.statusText}`); + return; + } + + const blob = await response.blob(); + const url = window.URL.createObjectURL(blob); + const filename = file.name.split(".")[0]; + + const a = document.createElement("a"); + a.href = url; + a.download = `${filename}.png`; + document.body.appendChild(a); + a.click(); + document.body.removeChild(a); + + setTimeout(() => { + URL.revokeObjectURL(url); + }, 5000); + } catch (error) { + console.error("Error while converting:", error); + alert("Error while converting!"); + } finally { + setLoading(false); + } + }; + + return ( +
+ +
+

bg-remover

+
+ +
+
+
+
+
+
+ ); +} From 6bca341d505c9ca6e5a5dfd24599b526b6083255 Mon Sep 17 00:00:00 2001 From: theoleuthardt Date: Sat, 22 Feb 2025 15:30:49 +0100 Subject: [PATCH 4/6] fix: severity vulnerability issues on bg remove package --- backend/package-lock.json | 47 +++++++++++++++++---------------------- backend/package.json | 2 +- 2 files changed, 21 insertions(+), 28 deletions(-) diff --git a/backend/package-lock.json b/backend/package-lock.json index 730f3a5..2691090 100644 --- a/backend/package-lock.json +++ b/backend/package-lock.json @@ -11,7 +11,7 @@ "dependencies": { "@fastify/cors": "^10.0.2", "@fastify/multipart": "^9.0.3", - "@imgly/background-removal-node": "^1.4.5", + "@imgly/background-removal-node": "^1.4.3", "dotenv": "^16.4.7", "fastify": "^5.2.1", "fastify-cors": "^6.0.3", @@ -585,19 +585,18 @@ } }, "node_modules/@imgly/background-removal-node": { - "version": "1.4.5", - "resolved": "https://registry.npmjs.org/@imgly/background-removal-node/-/background-removal-node-1.4.5.tgz", - "integrity": "sha512-/s9K88qhKy1jPhrSkBxurUqCVqJ8KHWCc+5yWdppdC4fuSrGC8mK8WQtmULs2ASEr8naY1qpvZu0EL5jr2Hqtg==", + "version": "1.4.3", + "resolved": "https://registry.npmjs.org/@imgly/background-removal-node/-/background-removal-node-1.4.3.tgz", + "integrity": "sha512-oLt4HlNDcpL4M7v7Z+aLeNnK/g0vPmyGyZmkRgzomPvr/jEo56xNS5o+WArapNZliEaZv2LtF34KlghdLgNtuQ==", "license": "SEE LICENSE IN LICENSE.md", "dependencies": { - "@types/lodash": "~4.14.195", - "@types/ndarray": "~1.0.14", - "@types/node": "~20.3.1", - "lodash": "~4.17.21", - "ndarray": "~1.0.19", - "onnxruntime-node": "~1.17.0", - "sharp": "~0.32.4", - "zod": "~3.21.4" + "@types/lodash": "^4.14.195", + "@types/node": "^20.3.1", + "lodash": "^4.17.21", + "ndarray": "^1.0.19", + "onnxruntime-node": "^1.15.1", + "sharp": "^0.32.4", + "zod": "^3.21.4" } }, "node_modules/@imgly/background-removal-node/node_modules/@types/node": { @@ -629,15 +628,6 @@ "url": "https://opencollective.com/libvips" } }, - "node_modules/@imgly/background-removal-node/node_modules/zod": { - "version": "3.21.4", - "resolved": "https://registry.npmjs.org/zod/-/zod-3.21.4.tgz", - "integrity": "sha512-m46AKbrzKVzOzs/DZgVnG5H55N1sv1M8qZU3A8RIKbs3mrACDNeIOeilDymVb2HdmP8uwshOCF4uJ8uM9rCqJw==", - "license": "MIT", - "funding": { - "url": "https://github.com/sponsors/colinhacks" - } - }, "node_modules/@isaacs/cliui": { "version": "8.0.2", "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz", @@ -825,12 +815,6 @@ "dev": true, "license": "MIT" }, - "node_modules/@types/ndarray": { - "version": "1.0.14", - "resolved": "https://registry.npmjs.org/@types/ndarray/-/ndarray-1.0.14.tgz", - "integrity": "sha512-oANmFZMnFQvb219SSBIhI1Ih/r4CvHDOzkWyJS/XRqkMrGH5/kaPSA1hQhdIBzouaE+5KpE/f5ylI9cujmckQg==", - "license": "MIT" - }, "node_modules/@types/node": { "version": "22.13.4", "resolved": "https://registry.npmjs.org/@types/node/-/node-22.13.4.tgz", @@ -2924,6 +2908,15 @@ "engines": { "node": ">=6" } + }, + "node_modules/zod": { + "version": "3.24.2", + "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.2.tgz", + "integrity": "sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ==", + "license": "MIT", + "funding": { + "url": "https://github.com/sponsors/colinhacks" + } } } } diff --git a/backend/package.json b/backend/package.json index d616ed5..18deae4 100644 --- a/backend/package.json +++ b/backend/package.json @@ -14,7 +14,7 @@ "dependencies": { "@fastify/cors": "^10.0.2", "@fastify/multipart": "^9.0.3", - "@imgly/background-removal-node": "^1.4.5", + "@imgly/background-removal-node": "^1.4.3", "dotenv": "^16.4.7", "fastify": "^5.2.1", "fastify-cors": "^6.0.3", From 1a63971fffebcb531c3b2583cca4f4735f09a055 Mon Sep 17 00:00:00 2001 From: theoleuthardt Date: Sat, 22 Feb 2025 22:29:26 +0100 Subject: [PATCH 5/6] fix: removed bad error handling structure, using good error handling like video-to-audio route with tmp files --- backend/package-lock.json | 1526 +------------------------- backend/package.json | 4 +- backend/src/routes/removebg.route.ts | 51 +- 3 files changed, 45 insertions(+), 1536 deletions(-) diff --git a/backend/package-lock.json b/backend/package-lock.json index 2691090..b6705e9 100644 --- a/backend/package-lock.json +++ b/backend/package-lock.json @@ -11,15 +11,13 @@ "dependencies": { "@fastify/cors": "^10.0.2", "@fastify/multipart": "^9.0.3", - "@imgly/background-removal-node": "^1.4.3", "dotenv": "^16.4.7", "fastify": "^5.2.1", "fastify-cors": "^6.0.3", "fastify-multipart": "^5.3.1", "libreoffice-convert": "^1.6.0", "luxon": "^3.5.0", - 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"node_modules/yallist": { - "version": "5.0.0", - "resolved": "https://registry.npmjs.org/yallist/-/yallist-5.0.0.tgz", - "integrity": "sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==", - "license": "BlueOak-1.0.0", - "engines": { - "node": ">=18" - } - }, "node_modules/yargs": { "version": "15.4.1", "resolved": "https://registry.npmjs.org/yargs/-/yargs-15.4.1.tgz", @@ -2908,15 +1393,6 @@ "engines": { "node": ">=6" } - }, - "node_modules/zod": { - "version": "3.24.2", - "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.2.tgz", - "integrity": "sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ==", - "license": "MIT", - "funding": { - "url": "https://github.com/sponsors/colinhacks" - } } } } diff --git a/backend/package.json b/backend/package.json index 18deae4..ab5c3e8 100644 --- a/backend/package.json +++ b/backend/package.json @@ -14,15 +14,13 @@ "dependencies": { "@fastify/cors": "^10.0.2", "@fastify/multipart": "^9.0.3", - "@imgly/background-removal-node": "^1.4.3", "dotenv": "^16.4.7", "fastify": "^5.2.1", "fastify-cors": "^6.0.3", "fastify-multipart": "^5.3.1", "libreoffice-convert": "^1.6.0", "luxon": "^3.5.0", - "qrcode": "^1.5.4", - "sharp": "^0.33.5" + "qrcode": "^1.5.4" }, "devDependencies": { "@types/luxon": "^3.4.2", diff --git a/backend/src/routes/removebg.route.ts b/backend/src/routes/removebg.route.ts index 30bb17e..ed55bf9 100644 --- a/backend/src/routes/removebg.route.ts +++ b/backend/src/routes/removebg.route.ts @@ -1,13 +1,21 @@ import { FastifyInstance, FastifyReply, FastifyRequest } from "fastify"; -import { removeBackground } from "@imgly/background-removal-node"; -import sharp from "sharp"; +import { promises as fs } from "fs"; +import * as path from "path"; +import { randomUUID } from "crypto"; +import { spawn } from "child_process"; export async function removeBG(app: FastifyInstance) { app.post( "/api/remove-bg", async (request: FastifyRequest, reply: FastifyReply) => { + const tmpDir = path.join(process.cwd(), "tmp"); + const sessionId = randomUUID(); + const inputPath = path.join(tmpDir, `input-${sessionId}.png`); + const outputPath = path.join(tmpDir, `output-${sessionId}.png`); + try { const parts = request.parts(); + await fs.mkdir(tmpDir, { recursive: true }); let fileBuffer: Buffer | null = null; @@ -21,20 +29,47 @@ export async function removeBG(app: FastifyInstance) { return reply.status(400).send({ error: "No file uploaded!" }); } + await fs.writeFile(inputPath, fileBuffer); console.log("Received file, buffer length:", fileBuffer.length); - const rightFileBuffer = await sharp(fileBuffer) - .toFormat("png") - .toBuffer(); - console.log("Converted file:", rightFileBuffer); - const convertedBuffer = await removeBackground(rightFileBuffer); + await new Promise((resolve, reject) => { + const pythonProcess = spawn("rembg", ["i", inputPath, outputPath]); + + pythonProcess.stderr.on("data", (data) => { + console.log(`ffmpeg stderr: ${data}`); + }); + + pythonProcess.on("close", (code) => { + if (code === 0) { + resolve(); + } else { + reject(new Error(`rembg process exited with code ${code}`)); + } + }); + + pythonProcess.on("error", (err) => { + reject(err); + }); + }); + + const outputImageBuffer = await fs.readFile(outputPath); + await Promise.all([fs.unlink(inputPath), fs.unlink(outputPath)]); reply .header("Content-Type", "image/png") .header("Content-Disposition", `attachment; filename="converted.png"`) .status(200) - .send(convertedBuffer); + .send(outputImageBuffer); } catch (error) { + try { + await Promise.all([ + fs.unlink(inputPath).catch(() => {}), + fs.unlink(outputPath).catch(() => {}), + ]); + } catch (cleanupError) { + console.error("Cleanup error:", cleanupError); + } + console.error("Convert error:", error); reply.status(500).send({ error: "Error while converting!" }); } From 2e6bb7053c606a3db500f02d6d3cd5c80a7f22e5 Mon Sep 17 00:00:00 2001 From: theoleuthardt Date: Sat, 22 Feb 2025 22:29:47 +0100 Subject: [PATCH 6/6] fix: added dependencies to Dockerfile --- backend/Dockerfile | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/backend/Dockerfile b/backend/Dockerfile index 6583c94..5b753bd 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -2,7 +2,11 @@ FROM node:18-alpine AS base # Install system dependencies -RUN apk add --no-cache libc6-compat libreoffice ttf-liberation +RUN apk add --no-cache libc6-compat libreoffice ttf-liberation ffmpeg +RUN apk add --update --no-cache python3 py3-pip \ + && ln -sf python3 /usr/bin/python \ + && pip3 install --no-cache --upgrade pip setuptools \ +RUN pip3 install --no-cache watchdog gradio rembg WORKDIR /app