diff --git a/pyproject.toml b/pyproject.toml
index ede1516..a1d59c5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,42 @@
+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "dinov3"
+description = ""
+authors = [{name = "Meta AI"}]
+requires-python = ">=3.11"
+readme = "README.md"
+license = {file = "LICENSE.md"}
+keywords = []
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Science/Research",
+    "License :: Other/Proprietary License",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+]
+dynamic = ["version", "dependencies", "optional-dependencies" ]
+
+[project.urls]
+Homepage = "https://github.com/facebookresearch/dinov3"
+Repository = "https://github.com/facebookresearch/dinov3"
+
+[tool.setuptools]
+packages = ["dinov3"]
+include-package-data = true
+
+[tool.setuptools.package-data]
+"*" = ["*.yaml"]
+
+[tool.setuptools.dynamic]
+version = {attr = "dinov3.__version__"}
+dependencies = {file = ["requirements.txt"]}
+optional-dependencies.dev = {file = ["requirements-dev.txt"]}
+
 [tool.mypy]
 python_version = "3.11"
 ignore_missing_imports = true
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 9302c12..0000000
--- a/setup.py
+++ /dev/null
@@ -1,86 +0,0 @@
-# Copyright (c) Meta Platforms, Inc. and affiliates.
-#
-# This software may be used and distributed in accordance with
-# the terms of the DINOv3 License Agreement.
-
-from pathlib import Path
-import re
-from typing import List, Tuple
-
-from setuptools import setup, find_packages
-
-
-NAME = "dinov3"
-DESCRIPTION = ""
-
-URL = "https://github.com/facebookresearch/dinov3"
-AUTHOR = "Meta AI"
-REQUIRES_PYTHON = ">=3.11"
-HERE = Path(__file__).parent
-
-
-try:
-    with open(HERE / "README.md", encoding="utf-8") as f:
-        long_description = "\n" + f.read()
-except FileNotFoundError:
-    long_description = DESCRIPTION
-
-
-def get_requirements(path: str = HERE / "requirements.txt") -> Tuple[List[str], List[str]]:
-    requirements = []
-    extra_indices = []
-    with open(path) as f:
-        for line in f.readlines():
-            line = line.rstrip("\r\n")
-            if line.startswith("--extra-index-url "):
-                extra_indices.append(line[18:])
-                continue
-            requirements.append(line)
-    return requirements, extra_indices
-
-
-def get_package_version() -> str:
-    with open(HERE / "dinov3/__init__.py") as f:
-        result = re.search(r"^__version__ = ['\"]([^'\"]*)['\"]", f.read(), re.M)
-        if result:
-            return result.group(1)
-    raise RuntimeError("Can't get package version")
-
-
-requirements, extra_indices = get_requirements()
-version = get_package_version()
-dev_requirements, _ = get_requirements(HERE / "requirements-dev.txt")
-
-
-setup(
-    name=NAME,
-    version=version,
-    description=DESCRIPTION,
-    long_description=long_description,
-    long_description_content_type="text/markdown",
-    author=AUTHOR,
-    python_requires=REQUIRES_PYTHON,
-    url=URL,
-    packages=find_packages(),
-    package_data={
-        "": ["*.yaml"],
-    },
-    install_requires=requirements,
-    dependency_links=extra_indices,
-    extras_require={
-        "dev": dev_requirements,
-    },
-    install_package_data=True,
-    license="DINOv3 LIcense",
-    license_files=("LICENSE.md",),
-    classifiers=[
-        # Trove classifiers: https://github.com/pypa/trove-classifiers/blob/main/src/trove_classifiers/__init__.py
-        "Development Status :: 3 - Alpha",
-        "Intended Audience :: Developers",
-        "Intended Audience :: Science/Research",
-        "License :: Other/Proprietary License",
-        "Programming Language :: Python :: 3.11",
-        "Topic :: Scientific/Engineering :: Artificial Intelligence",
-        "Topic :: Software Development :: Libraries :: Python Modules",
-    ],
-)