diff --git a/CHANGELOG.md b/CHANGELOG.md
index 16120c3e..51848936 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -20,6 +20,7 @@ and this project adheres to
 - ⬆️(mail) update mjml to v5 and @html-to/text-cli
 - 🚸(frontend) initialize the join input name with the persisted full name
 - ♻️(frontend) refactor background processors to use the new API
+- ♻️(frontend) inline model weights to avoid loading them from remote
 
 ### Fixed
 
diff --git a/src/frontend/public/assets/mediapipe/models/face_landmarker.task b/src/frontend/public/assets/mediapipe/models/face_landmarker.task
new file mode 100644
index 00000000..c50c845d
Binary files /dev/null and b/src/frontend/public/assets/mediapipe/models/face_landmarker.task differ
diff --git a/src/frontend/public/assets/mediapipe/models/selfie_segmenter_landscape.tflite b/src/frontend/public/assets/mediapipe/models/selfie_segmenter_landscape.tflite
new file mode 100644
index 00000000..3a508f8d
Binary files /dev/null and b/src/frontend/public/assets/mediapipe/models/selfie_segmenter_landscape.tflite differ
diff --git a/src/frontend/src/features/rooms/livekit/components/blur/BackgroundCustomProcessor.ts b/src/frontend/src/features/rooms/livekit/components/blur/BackgroundCustomProcessor.ts
index d13b047b..95b5ed32 100644
--- a/src/frontend/src/features/rooms/livekit/components/blur/BackgroundCustomProcessor.ts
+++ b/src/frontend/src/features/rooms/livekit/components/blur/BackgroundCustomProcessor.ts
@@ -13,6 +13,7 @@ import {
 } from './TimerWorker'
 import {
   BackgroundProcessorInterface,
+  SELFIE_SEGMENTER_MODEL_PATH,
   type ProcessorConfig,
   type ProcessorType,
 } from '.'
@@ -158,8 +159,7 @@ export class BackgroundCustomProcessor implements BackgroundProcessorInterface {
     )
     this.imageSegmenter = await ImageSegmenter.createFromOptions(vision, {
       baseOptions: {
-        modelAssetPath:
-          'https://storage.googleapis.com/mediapipe-models/image_segmenter/selfie_segmenter_landscape/float16/latest/selfie_segmenter_landscape.tflite',
+        modelAssetPath: SELFIE_SEGMENTER_MODEL_PATH,
         delegate: 'CPU', // Use CPU for Firefox.
       },
       runningMode: 'VIDEO',
diff --git a/src/frontend/src/features/rooms/livekit/components/blur/FaceLandmarksProcessor.ts b/src/frontend/src/features/rooms/livekit/components/blur/FaceLandmarksProcessor.ts
index 7299ae44..b6f6e3f2 100644
--- a/src/frontend/src/features/rooms/livekit/components/blur/FaceLandmarksProcessor.ts
+++ b/src/frontend/src/features/rooms/livekit/components/blur/FaceLandmarksProcessor.ts
@@ -11,7 +11,7 @@ import {
   TIMEOUT_TICK,
   timerWorkerScript,
 } from './TimerWorker'
-import { ProcessorType } from '.'
+import { FACE_LANDMARKS_MODEL_PATH, ProcessorType } from '.'
 
 const PROCESSING_WIDTH = 256 * 3
 const PROCESSING_HEIGHT = 144 * 3
@@ -133,8 +133,7 @@ export class FaceLandmarksProcessor implements TrackProcessor<Track.Kind> {
     )
     this.faceLandmarker = await FaceLandmarker.createFromOptions(vision, {
       baseOptions: {
-        modelAssetPath:
-          'https://storage.googleapis.com/mediapipe-models/face_landmarker/face_landmarker/float16/latest/face_landmarker.task',
+        modelAssetPath: FACE_LANDMARKS_MODEL_PATH,
         delegate: 'GPU',
       },
       runningMode: 'VIDEO',
diff --git a/src/frontend/src/features/rooms/livekit/components/blur/UnifiedBackgroundTrackProcessor.ts b/src/frontend/src/features/rooms/livekit/components/blur/UnifiedBackgroundTrackProcessor.ts
index 0bf9c4bb..237e790c 100644
--- a/src/frontend/src/features/rooms/livekit/components/blur/UnifiedBackgroundTrackProcessor.ts
+++ b/src/frontend/src/features/rooms/livekit/components/blur/UnifiedBackgroundTrackProcessor.ts
@@ -7,6 +7,7 @@ import {
   type ProcessorConfig,
   BackgroundProcessorInterface,
   ProcessorType,
+  SELFIE_SEGMENTER_MODEL_PATH,
 } from '.'
 
 export class UnifiedBackgroundTrackProcessor implements BackgroundProcessorInterface {
@@ -22,12 +23,18 @@ export class UnifiedBackgroundTrackProcessor implements BackgroundProcessorInter
       this.processor = BackgroundProcessor({
         mode: 'virtual-background',
         imagePath: opts.imagePath,
+        assetPaths: {
+          modelAssetPath: SELFIE_SEGMENTER_MODEL_PATH,
+        },
       })
     } else if (opts.type === 'blur') {
       this.processorType = ProcessorType.BLUR
       this.processor = BackgroundProcessor({
         mode: 'background-blur',
         blurRadius: opts.blurRadius,
+        assetPaths: {
+          modelAssetPath: SELFIE_SEGMENTER_MODEL_PATH,
+        },
       })
     } else {
       throw new Error(
diff --git a/src/frontend/src/features/rooms/livekit/components/blur/index.ts b/src/frontend/src/features/rooms/livekit/components/blur/index.ts
index f9e9c6d4..892af9bd 100644
--- a/src/frontend/src/features/rooms/livekit/components/blur/index.ts
+++ b/src/frontend/src/features/rooms/livekit/components/blur/index.ts
@@ -4,6 +4,12 @@ import { BackgroundCustomProcessor } from './BackgroundCustomProcessor'
 import { UnifiedBackgroundTrackProcessor } from './UnifiedBackgroundTrackProcessor'
 import { FaceLandmarksOptions } from './FaceLandmarksProcessor'
 
+export const SELFIE_SEGMENTER_MODEL_PATH =
+  '/assets/mediapipe/models/selfie_segmenter_landscape.tflite'
+
+export const FACE_LANDMARKS_MODEL_PATH =
+  '/assets/mediapipe/models/face_landmarker.task'
+
 export enum ProcessorType {
   BLUR = 'blur',
   VIRTUAL = 'virtual',