diff --git a/.github/workflows/cd.yaml b/.github/workflows/cd.yaml
new file mode 100644
index 0000000..c3ec76a
--- /dev/null
+++ b/.github/workflows/cd.yaml
@@ -0,0 +1,96 @@
+name: CD
+
+on:
+  push:
+    tags:
+      - '*'
+
+jobs:
+  build:
+    name: Build distribution
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: "3.10"
+    - name: Install pypa/build
+      run: >-
+        python3 -m
+        pip install
+        build
+        --user
+    - name: Build a binary wheel and a source tarball
+      run: python3 -m build
+    - name: Store the distribution packages
+      uses: actions/upload-artifact@v3
+      with:
+        name: python-package-distributions
+        path: dist/
+
+  publish-to-pypi:
+    name: >-
+      Publish Python distribution 📦 to PyPI
+    if: startsWith(github.ref, 'refs/tags/')  # only publish to PyPI on tag pushes
+    needs:
+    - build
+    runs-on: ubuntu-latest
+    environment:
+      name: pypi
+      url: https://pypi.org/p/wpodnet-pytorch
+    permissions:
+      id-token: write  # IMPORTANT: mandatory for trusted publishing
+
+    steps:
+    - name: Download all the dists
+      uses: actions/download-artifact@v3
+      with:
+        name: python-package-distributions
+        path: dist/
+    - name: Publish distribution to PyPI
+      uses: pypa/gh-action-pypi-publish@release/v1
+
+  github-release:
+    name: >-
+      Sign the Python distribution with Sigstore
+      and upload them to GitHub Release
+    needs:
+    - publish-to-pypi
+    runs-on: ubuntu-latest
+
+    permissions:
+      contents: write  # IMPORTANT: mandatory for making GitHub Releases
+      id-token: write  # IMPORTANT: mandatory for sigstore
+
+    steps:
+    - name: Download all the dists
+      uses: actions/download-artifact@v3
+      with:
+        name: python-package-distributions
+        path: dist/
+    - name: Sign the dists with Sigstore
+      uses: sigstore/gh-action-sigstore-python@v1.2.3
+      with:
+        inputs: >-
+          ./dist/*.tar.gz
+          ./dist/*.whl
+    - name: Create GitHub Release
+      env:
+        GITHUB_TOKEN: ${{ github.token }}
+      run: >-
+        gh release create
+        '${{ github.ref_name }}'
+        --repo '${{ github.repository }}'
+        --notes ""
+    - name: Upload artifact signatures to GitHub Release
+      env:
+        GITHUB_TOKEN: ${{ github.token }}
+      # Upload to GitHub Release using the `gh` CLI.
+      # `dist/` contains the built packages, and the
+      # sigstore-produced signatures and certificates.
+      run: >-
+        gh release upload
+        '${{ github.ref_name }}' dist/**
+        --repo '${{ github.repository }}'
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 0000000..37925aa
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,38 @@
+name: CI
+
+on: [push]
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.10"
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+      - name: Lint with Ruff
+        run: |
+          pip install ruff
+          ruff -- --format=github .
+        continue-on-error: true
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.10"
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+      - name: Test with pytest
+        run: |
+          pip install pytest pytest-cov pytest-mock
+          python -m pytest --junitxml=junit/test-results.xml --cov --cov-report=xml --cov-report=html
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..a9b9755
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,58 @@
+[build-system]
+requires = ["setuptools"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "wpodnet-pytorch"
+dynamic = ["dependencies", "version"]
+description = "The implementation of ECCV 2018 paper \"License Plate Detection and Recognition in Unconstrained Scenarios\" in PyTorch"
+readme = "README.md"
+requires-python = ">=3.7"
+keywords = [
+    "python",
+    "ai",
+    "computer-vision",
+    "deep-learning",
+    "torch",
+    "object-detection",
+    "license-plate-recognition",
+    "wpod",
+    "wpod-net",
+]
+authors = [{ name = "Pandede" }]
+maintainers = [{ name = "Pandede" }]
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Education",
+    "Intended Audience :: Science/Research",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.6",
+    "Programming Language :: Python :: 3.7",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: Software Development",
+    "Topic :: Scientific/Engineering",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Scientific/Engineering :: Image Recognition",
+    "Operating System :: POSIX :: Linux",
+    "Operating System :: MacOS",
+    "Operating System :: Microsoft :: Windows",
+]
+
+[tool.setuptools]
+packages = { find = { where = ["."], include = ["wpodnet", "wpodnet.*"] } }
+
+[tool.setuptools.dynamic]
+dependencies = { file = "requirements.txt" }
+version = { attr = "wpodnet.__version__" }
+
+[project.optional-dependencies]
+dev = [
+    "pytest"
+]
+
+[project.urls]
+"Source" = "https://github.com/Pandede/WPODNet-Pytorch"
diff --git a/requirements.txt b/requirements.txt
index ec18478..cd8894f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,4 @@
 numpy
-Pillow
\ No newline at end of file
+Pillow
+torch
+torchvision
\ No newline at end of file
diff --git a/wpodnet/__init__.py b/wpodnet/__init__.py
index e69de29..a085870 100644
--- a/wpodnet/__init__.py
+++ b/wpodnet/__init__.py
@@ -0,0 +1,7 @@
+__version__ = '1.0.2'
+
+from .backend import Prediction, Predictor
+
+__all__ = [
+    'Prediction', 'Predictor'
+]
\ No newline at end of file