diff --git a/.gitea/workflows/docker.yml b/.gitea/workflows/docker.yml
new file mode 100644
index 0000000..08e6a96
--- /dev/null
+++ b/.gitea/workflows/docker.yml
@@ -0,0 +1,122 @@
+name: Build and Push Docker Images
+
+on:
+  push:
+    branches:
+      - main
+    tags:
+      - 'v*.*.*'
+
+env:
+  REGISTRY: git.benoitsz.com
+  IMAGE_BACKEND: audio-classifier-backend
+  IMAGE_FRONTEND: audio-classifier-frontend
+
+jobs:
+  build-backend:
+    name: Build Backend Image
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to Gitea Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ gitea.actor }}
+          password: ${{ secrets.REGISTRY_TOKEN }}
+
+      - name: Determine version
+        id: version
+        run: |
+          if [[ "${{ github.ref }}" == refs/tags/v* ]]; then
+            echo "VERSION=${GITHUB_REF#refs/tags/}" >> $GITHUB_OUTPUT
+          else
+            echo "VERSION=dev-$(git rev-parse --short HEAD)" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Extract metadata
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: ${{ env.REGISTRY }}/${{ gitea.repository_owner }}/${{ env.IMAGE_BACKEND }}
+          tags: |
+            type=semver,pattern={{version}}
+            type=semver,pattern={{major}}.{{minor}}
+            type=raw,value=latest,enable=${{ startsWith(github.ref, 'refs/tags/v') }}
+            type=raw,value=dev,enable=${{ github.ref == 'refs/heads/main' }}
+            type=sha,prefix=dev-,format=short,enable=${{ github.ref == 'refs/heads/main' }}
+
+      - name: Build and push backend
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: ./backend/Dockerfile
+          push: true
+          build-args: |
+            VERSION=${{ steps.version.outputs.VERSION }}
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+          cache-from: type=registry,ref=${{ env.REGISTRY }}/${{ gitea.repository_owner }}/${{ env.IMAGE_BACKEND }}:buildcache
+          cache-to: type=registry,ref=${{ env.REGISTRY }}/${{ gitea.repository_owner }}/${{ env.IMAGE_BACKEND }}:buildcache,mode=max
+
+  build-frontend:
+    name: Build Frontend Image
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to Gitea Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ gitea.actor }}
+          password: ${{ secrets.REGISTRY_TOKEN }}
+
+      - name: Determine version
+        id: version
+        run: |
+          if [[ "${{ github.ref }}" == refs/tags/v* ]]; then
+            echo "VERSION=${GITHUB_REF#refs/tags/}" >> $GITHUB_OUTPUT
+          else
+            echo "VERSION=dev-$(git rev-parse --short HEAD)" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Extract metadata
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: ${{ env.REGISTRY }}/${{ gitea.repository_owner }}/${{ env.IMAGE_FRONTEND }}
+          tags: |
+            type=semver,pattern={{version}}
+            type=semver,pattern={{major}}.{{minor}}
+            type=raw,value=latest,enable=${{ startsWith(github.ref, 'refs/tags/v') }}
+            type=raw,value=dev,enable=${{ github.ref == 'refs/heads/main' }}
+            type=sha,prefix=dev-,format=short,enable=${{ github.ref == 'refs/heads/main' }}
+
+      - name: Build and push frontend
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: ./frontend/Dockerfile
+          push: true
+          build-args: |
+            VERSION=${{ steps.version.outputs.VERSION }}
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+          cache-from: type=registry,ref=${{ env.REGISTRY }}/${{ gitea.repository_owner }}/${{ env.IMAGE_FRONTEND }}:buildcache
+          cache-to: type=registry,ref=${{ env.REGISTRY }}/${{ gitea.repository_owner }}/${{ env.IMAGE_FRONTEND }}:buildcache,mode=max
diff --git a/backend/Dockerfile b/backend/Dockerfile
index fd8bb2a..80e4ad1 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -48,8 +48,7 @@ RUN pip install --no-cache-dir -r requirements.txt
 COPY src/ ./src/
 COPY alembic.ini .
 
-# Copy Essentia models into image
-COPY models/ ./models/
+COPY src/models/ ./models/
 RUN ls -lh /app/models
 
 # Expose port
diff --git a/frontend/Dockerfile b/frontend/Dockerfile
index 0926f20..f025dbc 100644
--- a/frontend/Dockerfile
+++ b/frontend/Dockerfile
@@ -6,8 +6,11 @@ WORKDIR /app
 # Copy package files
 COPY package*.json ./
 
-# Install dependencies
-RUN npm ci
+# Debug: List files and Node.js version
+RUN ls -la && node --version && npm --version
+
+# Install dependencies with more verbose output
+RUN npm install --verbose
 
 # Copy application code
 COPY . .
diff --git a/frontend/Dockerfile.dev b/frontend/Dockerfile.dev
new file mode 100644
index 0000000..7c3f951
--- /dev/null
+++ b/frontend/Dockerfile.dev
@@ -0,0 +1,19 @@
+FROM node:20-alpine
+
+# Set working directory
+WORKDIR /app
+
+# Copy package files
+COPY package*.json ./
+
+# Debug: List files and Node.js version
+RUN ls -la && node --version && npm --version
+
+# Install dependencies with more verbose output
+RUN npm install --verbose
+
+# Expose port
+EXPOSE 3000
+
+# Start the development server
+CMD ["npm", "run", "dev"]