diff --git a/bun.lockb b/bun.lockb
index 9512872..269e20d 100755
Binary files a/bun.lockb and b/bun.lockb differ
diff --git a/projects/backend/.eslintrc.json b/projects/backend/.eslintrc.json
new file mode 100644
index 0000000..6751428
--- /dev/null
+++ b/projects/backend/.eslintrc.json
@@ -0,0 +1,20 @@
+{
+    "env": {
+        "browser": true,
+        "es2021": true
+    },
+    "extends": [
+        "eslint:recommended",
+        "plugin:@typescript-eslint/recommended"
+    ],
+    "parser": "@typescript-eslint/parser",
+    "parserOptions": {
+        "ecmaVersion": "latest",
+        "sourceType": "module"
+    },
+    "plugins": [
+        "@typescript-eslint"
+    ],
+    "rules": {
+    }
+}
diff --git a/projects/backend/Dockerfile b/projects/backend/Dockerfile
index 2a5ebb2..dc7fa9e 100644
--- a/projects/backend/Dockerfile
+++ b/projects/backend/Dockerfile
@@ -1,18 +1,5 @@
 FROM oven/bun:1.1.30-alpine AS base
 
-# Install system dependencies for node-canvas
-RUN apk add --no-cache \
-  build-base \
-  cairo-dev \
-  pango-dev \
-  giflib-dev \
-  libjpeg-turbo-dev \
-  freetype-dev \
-  fontconfig-dev \
-  pixman-dev \
-  python3 \
-  pkgconfig
-
 # Install dependencies
 FROM base AS depends
 WORKDIR /app
@@ -37,4 +24,7 @@ RUN bun --filter '@ssr/common' build
 # Copy the backend project
 COPY --from=depends /app/projects/backend ./projects/backend
 
+# Lint before starting
+RUN bun --filter '@ssr/common' lint
+
 CMD ["bun", "run", "--filter", "backend", "start"]
diff --git a/projects/backend/package.json b/projects/backend/package.json
index 45399f1..1103ec6 100644
--- a/projects/backend/package.json
+++ b/projects/backend/package.json
@@ -3,7 +3,8 @@
   "version": "1.0.0",
   "scripts": {
     "dev": "bun run --watch src/index.ts",
-    "start": "bun run src/index.ts"
+    "start": "bun run src/index.ts",
+    "lint": "eslint src/**/*.ts"
   },
   "dependencies": {
     "@bogeychan/elysia-etag": "^0.0.6",
@@ -14,15 +15,18 @@
     "@ssr/common": "workspace:common",
     "@tqman/nice-logger": "^1.0.1",
     "@typegoose/typegoose": "^12.8.0",
+    "@typescript-eslint/eslint-plugin": "^8.9.0",
+    "@typescript-eslint/parser": "^8.9.0",
     "@vercel/og": "^0.6.3",
-    "canvas": "^3.0.0-rc2",
     "discord-webhook-node": "^1.1.8",
     "elysia": "latest",
     "elysia-autoroutes": "^0.5.0",
     "elysia-decorators": "^1.0.2",
     "elysia-helmet": "^2.0.0",
     "elysia-rate-limit": "^4.1.0",
+    "eslint": "^8.57.1",
     "extract-colors": "^4.1.0",
+    "jimp": "^1.6.0",
     "ky": "^1.7.2",
     "mongoose": "^8.7.0",
     "node-cache": "^5.1.2",
diff --git a/projects/backend/src/common/app-utils.ts b/projects/backend/src/common/app-utils.ts
index ee8d600..1e56bb7 100644
--- a/projects/backend/src/common/app-utils.ts
+++ b/projects/backend/src/common/app-utils.ts
@@ -1,9 +1,9 @@
 /**
  * Gets the app version.
  */
-export function getAppVersion() {
+export async function getAppVersion() {
   if (!process.env.APP_VERSION) {
-    const packageJson = require("../../package.json");
+    const packageJson = await import("../../package.json");
     process.env.APP_VERSION = packageJson.version;
   }
   return process.env.APP_VERSION + "-" + (process.env.GIT_REV?.substring(0, 7) ?? "dev");
diff --git a/projects/backend/src/controller/app.controller.ts b/projects/backend/src/controller/app.controller.ts
index a636562..94c4932 100644
--- a/projects/backend/src/controller/app.controller.ts
+++ b/projects/backend/src/controller/app.controller.ts
@@ -5,10 +5,10 @@ import { AppService } from "../service/app.service";
 @Controller()
 export default class AppController {
   @Get("/")
-  public index() {
+  public async index() {
     return {
       app: "backend",
-      version: getAppVersion(),
+      version: await getAppVersion(),
     };
   }
 
diff --git a/projects/backend/src/index.ts b/projects/backend/src/index.ts
index 6c711f7..3840d21 100644
--- a/projects/backend/src/index.ts
+++ b/projects/backend/src/index.ts
@@ -21,9 +21,6 @@ import { delay } from "@ssr/common/utils/utils";
 import { connectScoreSaberWebSocket } from "@ssr/common/websocket/scoresaber-websocket";
 import ImageController from "./controller/image.controller";
 import ReplayController from "./controller/replay.controller";
-// @ts-ignore
-import { MessageBuilder, Webhook } from "discord-webhook-node";
-import { formatPp } from "@ssr/common/utils/number-utils";
 import { ScoreService } from "./service/score.service";
 
 // Load .env file
@@ -98,7 +95,7 @@ app.onError({ as: "global" }, ({ code, error }) => {
     return error.all;
   }
 
-  let status = "status" in error ? error.status : undefined;
+  const status = "status" in error ? error.status : undefined;
   return {
     ...((status && { statusCode: status }) || { status: code }),
     ...(error.message != code && { message: error.message }),
@@ -134,7 +131,10 @@ app.use(
     duration: 60 * 1000,
     max: 100,
     skip: request => {
+      // Skip requests to /
+      // eslint-disable-next-line @typescript-eslint/no-unused-vars,prefer-const
       let [_, path] = request.url.split("/"); // Get the url parts
+      // eslint-disable-next-line @typescript-eslint/no-unused-expressions
       path === "" || (path === undefined && (path = "/")); // If we're on /, the path is undefined, so we set it to /
       return path === "/"; // ignore all requests to /
     },
diff --git a/projects/backend/src/service/image.service.tsx b/projects/backend/src/service/image.service.tsx
index 24a96a6..9249386 100644
--- a/projects/backend/src/service/image.service.tsx
+++ b/projects/backend/src/service/image.service.tsx
@@ -9,8 +9,7 @@ import NodeCache from "node-cache";
 import ScoreSaberLeaderboardToken from "@ssr/common/types/token/scoresaber/score-saber-leaderboard-token";
 import ScoreSaberPlayer, { getScoreSaberPlayerFromToken } from "@ssr/common/types/player/impl/scoresaber-player";
 import { Config } from "../common/config";
-import ky from "ky";
-import { createCanvas, loadImage } from "canvas";
+import { Jimp } from "jimp";
 import { extractColors } from "extract-colors";
 
 const cache = new NodeCache({ stdTTL: 60 * 60, checkperiod: 120 });
@@ -29,33 +28,27 @@ export class ImageService {
 
     return await this.fetchWithCache<{ color: string }>(`average_color-${src}`, async () => {
       try {
-        const response = await ky.get(src);
-        if (response.status !== 200) {
-          throw new Error(`Failed to fetch image: ${src}`);
+        const image = await Jimp.read(src); // Load image using Jimp
+        const { width, height, data } = image.bitmap; // Access image dimensions and pixel data
+
+        // Convert the Buffer data to Uint8ClampedArray
+        const uint8ClampedArray = new Uint8ClampedArray(data);
+
+        // Extract the colors using extract-colors
+        const colors = await extractColors({ data: uint8ClampedArray, width, height });
+
+        // Return the most dominant color, or fallback if none found
+        if (colors && colors.length > 0) {
+          return { color: colors[2].hex }; // Returning the third most dominant color
         }
 
-        const imageBuffer = await response.arrayBuffer();
-
-        // Create an image from the buffer using canvas
-        const img = await loadImage(Buffer.from(imageBuffer));
-        const canvas = createCanvas(img.width, img.height);
-        const ctx = canvas.getContext("2d");
-
-        // Draw the image onto the canvas
-        ctx.drawImage(img, 0, 0);
-
-        // Get the pixel data from the canvas
-        const imageData = ctx.getImageData(0, 0, img.width, img.height);
-        const { data, width, height } = imageData;
-
-        // Extract the colors
-        const color = await extractColors({ data, width, height });
         return {
-          color: color[2].hex,
+          color: "#fff", // Fallback color in case no colors are found
         };
       } catch (error) {
+        console.error("Error fetching image or extracting colors:", error);
         return {
-          color: "#fff",
+          color: "#fff", // Fallback color in case of an error
         };
       }
     });
diff --git a/projects/backend/src/service/player.service.ts b/projects/backend/src/service/player.service.ts
index f0f04db..6af0ea8 100644
--- a/projects/backend/src/service/player.service.ts
+++ b/projects/backend/src/service/player.service.ts
@@ -5,6 +5,7 @@ import { scoresaberService } from "@ssr/common/service/impl/scoresaber";
 import ScoreSaberPlayerToken from "@ssr/common/types/token/scoresaber/score-saber-player-token";
 import { InternalServerError } from "../error/internal-server-error";
 import ScoreSaberPlayerScoreToken from "@ssr/common/types/token/scoresaber/score-saber-player-score-token";
+// eslint-disable-next-line @typescript-eslint/ban-ts-comment
 // @ts-ignore
 import { MessageBuilder, Webhook } from "discord-webhook-node";
 import { Config } from "../common/config";
diff --git a/projects/backend/src/service/score.service.ts b/projects/backend/src/service/score.service.ts
index ce6fbba..4033b2f 100644
--- a/projects/backend/src/service/score.service.ts
+++ b/projects/backend/src/service/score.service.ts
@@ -1,4 +1,5 @@
 import ScoreSaberPlayerScoreToken from "@ssr/common/types/token/scoresaber/score-saber-player-score-token";
+// eslint-disable-next-line @typescript-eslint/ban-ts-comment
 // @ts-ignore
 import { MessageBuilder, Webhook } from "discord-webhook-node";
 import { Config } from "../common/config";