diff --git a/filterPictureData.js b/filterPictureData.js
new file mode 100644
index 0000000..667df69
--- /dev/null
+++ b/filterPictureData.js
@@ -0,0 +1,30 @@
+
+const source = './Picturedata';
+const destination = './PicturedataFiltered';
+const picturesPath = './Pictures_1024_768';
+const labelsPath = './Labels_1024_768';
+
+await Deno.remove(destination, { recursive: true });
+Deno.mkdir(destination);
+Deno.mkdir(`${ destination }/${ labelsPath }`);
+Deno.mkdir(`${ destination }/${ picturesPath }`);
+
+for await (const category of Deno.readDir(`${ source }/${ labelsPath }`)) {
+  Deno.mkdir(`${ destination }/${ labelsPath }/${ category.name }`);
+  Deno.mkdir(`${ destination }/${ picturesPath }/${ category.name }`);
+  for await (const label of Deno.readDir(`${ source }/${ labelsPath }/${ category.name }`)) {
+    try {
+      console.log(copy `${ source }/${ picturesPath }/${ category.name }/${ label.name }`);
+      await Deno.copyFile(
+        `${ source }/${ picturesPath }/${ category.name }/${ label.name.replace('.png', '.jpg') }`,
+        `${ destination }/${ picturesPath }/${ category.name }/${ label.name.replace('.png', '.jpg') }`,
+      );
+      await Deno.copyFile(
+        `${ source }/${ labelsPath }/${ category.name }/${ label.name }`,
+        `${ destination }/${ labelsPath }/${ category.name }/${ label.name }`,
+      );
+    } catch (e) {
+      console.log('label missmatch found', e);
+    }
+  }
+}