diff --git a/pycolmap/scene/point2D.h b/pycolmap/scene/point2D.h
index 185b729..c7d63cb 100644
--- a/pycolmap/scene/point2D.h
+++ b/pycolmap/scene/point2D.h
@@ -45,8 +45,8 @@ void BindPoint2D(py::module& m) {
         return repr;
       });
 
-  py::class_<Point2D, std::shared_ptr<Point2D>>(m, "Point2D")
-      .def(py::init<>())
+  py::class_<Point2D, std::shared_ptr<Point2D>> PyPoint2D(m, "Point2D");
+  PyPoint2D.def(py::init<>())
       .def(py::init<const Eigen::Vector2d&, size_t>(),
            "xy"_a,
            "point3D_id"_a = kInvalidPoint3DId)
@@ -57,4 +57,5 @@ void BindPoint2D(py::module& m) {
       .def("__deepcopy__",
            [](const Point2D& self, py::dict) { return Point2D(self); })
       .def("__repr__", &PrintPoint2D);
+  MakeDataclass(PyPoint2D);
 }
diff --git a/pycolmap/scene/point3D.h b/pycolmap/scene/point3D.h
index 7781704..2c36786 100644
--- a/pycolmap/scene/point3D.h
+++ b/pycolmap/scene/point3D.h
@@ -24,15 +24,21 @@ void BindPoint3D(py::module& m) {
                std::to_string(self.size()) + ")";
       });
 
-  auto PyPoint3D =
-      py::class_<Point3D, std::shared_ptr<Point3D>>(m, "Point3D")
-          .def(py::init<>())
-          .def_readwrite("xyz", &Point3D::xyz)
-          .def_readwrite("color", &Point3D::color)
-          .def_readwrite("error", &Point3D::error)
-          .def_readwrite("track", &Point3D::track)
-          .def("__copy__", [](const Point3D& self) { return Point3D(self); })
-          .def("__deepcopy__",
-               [](const Point3D& self, py::dict) { return Point3D(self); });
+  py::class_<Point3D, std::shared_ptr<Point3D>> PyPoint3D(m, "Point3D");
+  PyPoint3D.def(py::init<>())
+      .def_readwrite("xyz", &Point3D::xyz)
+      .def_readwrite("color", &Point3D::color)
+      .def_readwrite("error", &Point3D::error)
+      .def_readwrite("track", &Point3D::track)
+      .def("__copy__", [](const Point3D& self) { return Point3D(self); })
+      .def("__deepcopy__",
+           [](const Point3D& self, py::dict) { return Point3D(self); })
+      .def("__repr__", [](const Point3D& self) {
+        std::stringstream ss;
+        ss << "Point3D(xyz=[" << self.xyz.format(vec_fmt) << "], color=["
+           << self.color.format(vec_fmt) << "], error=" << self.error
+           << ", track=Track(length=" << self.track.Length() << "))";
+        return ss.str();
+      });
   MakeDataclass(PyPoint3D);
 }