diff --git a/lib/Db/TimelineWrite.php b/lib/Db/TimelineWrite.php
index c95b7685..27b14508 100644
--- a/lib/Db/TimelineWrite.php
+++ b/lib/Db/TimelineWrite.php
@@ -78,6 +78,7 @@ class TimelineWrite {
         $dateTaken = Exif::getDateTaken($file, $exif);
         $dayId = floor($dateTaken / 86400);
         $dateTaken = gmdate('Y-m-d H:i:s', $dateTaken);
+        [$w, $h] = Exif::getDimensions($exif);
 
         if ($prevRow) {
             // Update existing row
@@ -86,6 +87,8 @@ class TimelineWrite {
                 ->set('datetaken', $query->createNamedParameter($dateTaken, IQueryBuilder::PARAM_STR))
                 ->set('mtime', $query->createNamedParameter($mtime, IQueryBuilder::PARAM_INT))
                 ->set('isvideo', $query->createNamedParameter($isvideo, IQueryBuilder::PARAM_INT))
+                ->set('w', $query->createNamedParameter($w, IQueryBuilder::PARAM_INT))
+                ->set('h', $query->createNamedParameter($h, IQueryBuilder::PARAM_INT))
                 ->where($query->expr()->eq('fileid', $query->createNamedParameter($fileId, IQueryBuilder::PARAM_INT)));
             $query->executeStatement();
         } else {
@@ -98,6 +101,8 @@ class TimelineWrite {
                         'datetaken' => $query->createNamedParameter($dateTaken, IQueryBuilder::PARAM_STR),
                         'mtime' => $query->createNamedParameter($mtime, IQueryBuilder::PARAM_INT),
                         'isvideo' => $query->createNamedParameter($isvideo, IQueryBuilder::PARAM_INT),
+                        'w' => $query->createNamedParameter($w, IQueryBuilder::PARAM_INT),
+                        'h' => $query->createNamedParameter($h, IQueryBuilder::PARAM_INT),
                     ]);
                 $query->executeStatement();
             } catch (\Exception $ex) {
diff --git a/lib/Exif.php b/lib/Exif.php
index 10002c09..e5b20980 100644
--- a/lib/Exif.php
+++ b/lib/Exif.php
@@ -313,6 +313,17 @@ class Exif {
         return self::forgetTimezone($dateTaken);
     }
 
+    /**
+     * Get image dimensions from Exif data
+     * @param array $exif
+     * @return array [width, height]
+     */
+    public static function getDimensions(array &$exif) {
+        $width = $exif['ImageWidth'] ?? 0;
+        $height = $exif['ImageHeight'] ?? 0;
+        return [$width, $height];
+    }
+
     /**
      * Update exif date using exiftool
      *
diff --git a/lib/Migration/Version400000Date20221015121115.php b/lib/Migration/Version400000Date20221015121115.php
new file mode 100644
index 00000000..8cf3f731
--- /dev/null
+++ b/lib/Migration/Version400000Date20221015121115.php
@@ -0,0 +1,83 @@
+<?php
+
+declare(strict_types=1);
+
+/**
+ * @copyright Copyright (c) 2022 Your name <your@email.com>
+ *
+ * @author Your name <your@email.com>
+ *
+ * @license GNU AGPL version 3 or any later version
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ *
+ */
+
+namespace OCA\Memories\Migration;
+
+use Closure;
+use OCP\DB\Types;
+use OCP\DB\ISchemaWrapper;
+use OCP\Migration\IOutput;
+use OCP\Migration\SimpleMigrationStep;
+
+/**
+ * Auto-generated migration step: Please modify to your needs!
+ */
+class Version400000Date20221015121115 extends SimpleMigrationStep {
+
+	/**
+	 * @param IOutput $output
+	 * @param Closure $schemaClosure The `\Closure` returns a `ISchemaWrapper`
+	 * @param array $options
+	 */
+	public function preSchemaChange(IOutput $output, Closure $schemaClosure, array $options): void {
+	}
+
+	/**
+	 * @param IOutput $output
+	 * @param Closure $schemaClosure The `\Closure` returns a `ISchemaWrapper`
+	 * @param array $options
+	 * @return null|ISchemaWrapper
+	 */
+	public function changeSchema(IOutput $output, Closure $schemaClosure, array $options): ?ISchemaWrapper {
+		/** @var ISchemaWrapper $schema */
+        $schema = $schemaClosure();
+
+		if (!$schema->hasTable('memories')) {
+			throw new \Exception('Memories table does not exist');
+		}
+
+		$table = $schema->getTable('memories');
+
+        $table->addColumn('w', Types::INTEGER, [
+            'notnull' => true,
+            'default' => 0,
+        ]);
+        $table->addColumn('h', Types::INTEGER, [
+            'notnull' => true,
+            'default' => 0,
+        ]);
+
+		return $schema;
+	}
+
+	/**
+	 * @param IOutput $output
+	 * @param Closure $schemaClosure The `\Closure` returns a `ISchemaWrapper`
+	 * @param array $options
+	 */
+	public function postSchemaChange(IOutput $output, Closure $schemaClosure, array $options): void {
+	}
+}