diff --git a/metadata/input-device.xml b/metadata/input-device.xml
index 63ed6769b..54a8f45f4 100644
--- a/metadata/input-device.xml
+++ b/metadata/input-device.xml
@@ -5,5 +5,8 @@
     <option name="output" type="string">
       <default></default>
     </option>
+    <option name="calibration" type="string">
+      <default></default>
+    </option>
   </object>
 </wayfire>
diff --git a/src/core/seat/input-manager.cpp b/src/core/seat/input-manager.cpp
index e007fc4fc..1c81a414a 100644
--- a/src/core/seat/input-manager.cpp
+++ b/src/core/seat/input-manager.cpp
@@ -55,6 +55,40 @@ void wf::input_manager_t::handle_new_input(wlr_input_device *dev)
     configure_input_devices();
 }
 
+void wf::input_manager_t::calibrate_touch_device(wlr_input_device *dev, std::string const & cal)
+{
+    if (!wlr_input_device_is_libinput(dev) || (dev->type != WLR_INPUT_DEVICE_TOUCH))
+    {
+        return;
+    }
+
+    float m[6];
+    auto libinput_dev = wlr_libinput_get_device_handle(dev);
+    if (sscanf(cal.c_str(), "%f %f %f %f %f %f",
+        &m[0], &m[1], &m[2], &m[3], &m[4], &m[5]) == 6)
+    {
+        enum libinput_config_status status;
+
+        status = libinput_device_config_calibration_set_matrix(libinput_dev, m);
+        if (status != LIBINPUT_CONFIG_STATUS_SUCCESS)
+        {
+            LOGE("Failed to apply calibration for ", nonull(dev->name));
+            LOGE("    ", m[0], " ", m[1], " ", m[2], " ", m[3], " ", m[4], " ", m[5]);
+        } else
+        {
+            LOGI("Calibrated input device successfully: ", nonull(dev->name));
+            LOGI("    ", m[0], " ", m[1], " ", m[2], " ", m[3], " ", m[4], " ", m[5]);
+        }
+    } else
+    {
+        LOGE("Incorrect calibration configuration for ", nonull(dev->name));
+        LOGI("Setting default matrix calibration: ");
+        libinput_device_config_calibration_get_default_matrix(libinput_dev, m);
+        LOGI("    ", m[0], " ", m[1], " ", m[2], " ", m[3], " ", m[4], " ", m[5]);
+        libinput_device_config_calibration_set_matrix(libinput_dev, m);
+    }
+}
+
 void wf::input_manager_t::configure_input_device(wlr_input_device *dev)
 {
     auto cursor  = wf::get_core().get_wlr_cursor();
@@ -78,6 +112,12 @@ void wf::input_manager_t::configure_input_device(wlr_input_device *dev)
         }
     }
 
+    auto cal = section->get_option("calibration")->get_value_str();
+    if (!cal.empty())
+    {
+        calibrate_touch_device(dev, cal);
+    }
+
     auto wo = wf::get_core().output_layout->find_output(mapped_output);
     if (wo)
     {
diff --git a/src/core/seat/input-manager.hpp b/src/core/seat/input-manager.hpp
index a0b899b78..b79ddde01 100644
--- a/src/core/seat/input-manager.hpp
+++ b/src/core/seat/input-manager.hpp
@@ -49,6 +49,12 @@ class input_manager_t
      */
     void configure_input_devices();
 
+    /**
+     * Calibrate a touch device with a matrix. This function does nothing
+     * if called with a device that is not a touch device.
+     */
+    void calibrate_touch_device(wlr_input_device *dev, std::string const & cal);
+
     input_manager_t();
     ~input_manager_t() = default;