diff --git a/src/Jobs/InitializeFeatureVectorChunk.php b/src/Jobs/InitializeFeatureVectorChunk.php
index 1e74993..0473979 100644
--- a/src/Jobs/InitializeFeatureVectorChunk.php
+++ b/src/Jobs/InitializeFeatureVectorChunk.php
@@ -12,6 +12,7 @@
 use Illuminate\Support\Collection;
 use Illuminate\Support\Facades\File;
 use Illuminate\Support\Facades\Storage;
+use League\Flysystem\UnableToReadFile;
 
 class InitializeFeatureVectorChunk extends GenerateFeatureVectors
 {
@@ -113,7 +114,12 @@ public function getFeatureVectors(Collection $models, string $outputPath): \Gene
                 $srcPath = ProcessAnnotatedFile::getTargetPath($a);
                 $tmpPath = tempnam(sys_get_temp_dir(), '');
 
-                $thumbnail = $disk->get($srcPath);
+                try {
+                    $thumbnail = $disk->get($srcPath);
+                } catch (UnableToReadFile $e) {
+                    continue;
+                }
+
                 if (is_null($thumbnail)) {
                     continue;
                 }
diff --git a/tests/Jobs/InitializeFeatureVectorChunkTest.php b/tests/Jobs/InitializeFeatureVectorChunkTest.php
index 969402a..0f5e3cc 100644
--- a/tests/Jobs/InitializeFeatureVectorChunkTest.php
+++ b/tests/Jobs/InitializeFeatureVectorChunkTest.php
@@ -14,6 +14,8 @@
 use Biigle\VideoAnnotationLabel;
 use Illuminate\Support\Facades\File;
 use Illuminate\Support\Facades\Storage;
+use League\Flysystem\UnableToReadFile;
+use Mockery;
 use TestCase;
 
 class InitializeFeatureVectorChunkTest extends TestCase
@@ -102,6 +104,18 @@ public function testHandleSkipMissingThumbnails()
         $this->assertNull(ImageAnnotationLabelFeatureVector::find($al->id));
     }
 
+    public function testHandleSkipMissingThumbnailsException()
+    {
+        $mock = Mockery::mock();
+        $mock->shouldReceive('get')->andThrow(UnableToReadFile::class);
+        Storage::shouldReceive('disk')->andReturn($mock);
+        $al = ImageAnnotationLabel::factory()->create();
+        $job = new InitializeFeatureVectorChunkStub([$al->annotation_id], []);
+        $job->output = $al->annotation_id.',"'.json_encode(range(0, 383)).'"';
+        $job->handle();
+        $this->assertNull(ImageAnnotationLabelFeatureVector::find($al->id));
+    }
+
     public function testHandleMultipleLabels()
     {
         $disk = Storage::fake(config('largo.patch_storage_disk'));