diff --git a/components/download_images/fondant_component.yaml b/components/download_images/fondant_component.yaml
index 1efaa48d4..665ed4912 100644
--- a/components/download_images/fondant_component.yaml
+++ b/components/download_images/fondant_component.yaml
@@ -14,9 +14,9 @@ produces:
       data:
         type: binary
       width:
-        type: int16
+        type: int32
       height:
-        type: int16
+        type: int32
     additionalFields: false
 
 args:
diff --git a/components/filter_image_resolution/fondant_component.yaml b/components/filter_image_resolution/fondant_component.yaml
index dcac31145..98e9cea78 100644
--- a/components/filter_image_resolution/fondant_component.yaml
+++ b/components/filter_image_resolution/fondant_component.yaml
@@ -6,9 +6,9 @@ consumes:
   image:
     fields:
       width:
-        type: int16
+        type: int32
       height:
-        type: int16
+        type: int32
 
 args:
   min_image_dim:
diff --git a/components/image_cropping/fondant_component.yaml b/components/image_cropping/fondant_component.yaml
index b21a7ae1d..a4fedb9a4 100644
--- a/components/image_cropping/fondant_component.yaml
+++ b/components/image_cropping/fondant_component.yaml
@@ -14,9 +14,9 @@ produces:
       data:
         type: binary
       width:
-        type: int16
+        type: int32
       height:
-        type: int16
+        type: int32
 
 args:
   cropping_threshold:
diff --git a/components/image_resolution_extraction/fondant_component.yaml b/components/image_resolution_extraction/fondant_component.yaml
index cc917bad2..e3155ea6e 100644
--- a/components/image_resolution_extraction/fondant_component.yaml
+++ b/components/image_resolution_extraction/fondant_component.yaml
@@ -14,6 +14,6 @@ produces:
       data:
         type: binary
       width:
-        type: int16
+        type: int32
       height:
-        type: int16
\ No newline at end of file
+        type: int32
\ No newline at end of file
diff --git a/examples/pipelines/datacomp/components/cluster_image_embeddings/fondant_component.yaml b/examples/pipelines/datacomp/components/cluster_image_embeddings/fondant_component.yaml
index 7ea5ca294..d42ee5462 100644
--- a/examples/pipelines/datacomp/components/cluster_image_embeddings/fondant_component.yaml
+++ b/examples/pipelines/datacomp/components/cluster_image_embeddings/fondant_component.yaml
@@ -8,9 +8,9 @@ consumes:
       url:
         type: string
       width:
-        type: int16
+        type: int32
       height:
-        type: int16
+        type: int32
       face_bboxes:
         type: array
         items:
diff --git a/examples/pipelines/datacomp/components/load_from_hf_hub/fondant_component.yaml b/examples/pipelines/datacomp/components/load_from_hf_hub/fondant_component.yaml
index b89a10324..611b6b886 100644
--- a/examples/pipelines/datacomp/components/load_from_hf_hub/fondant_component.yaml
+++ b/examples/pipelines/datacomp/components/load_from_hf_hub/fondant_component.yaml
@@ -8,9 +8,9 @@ produces:
       url:
         type: string
       width:
-        type: int16
+        type: int32
       height:
-        type: int16
+        type: int32
       face_bboxes:
         type: array
         items:
diff --git a/src/fondant/schemas/common.json b/src/fondant/schemas/common.json
index 969ecd1a8..11df4e988 100644
--- a/src/fondant/schemas/common.json
+++ b/src/fondant/schemas/common.json
@@ -7,6 +7,7 @@
         "int8",
         "int16",
         "int32",
+        "int64",
         "uint8",
         "uint16",
         "uint32",
diff --git a/tests/example_pipelines/compiled_pipeline/example_2/docker-compose.yml b/tests/example_pipelines/compiled_pipeline/example_2/docker-compose.yml
index 53be24617..df29f07f7 100644
--- a/tests/example_pipelines/compiled_pipeline/example_2/docker-compose.yml
+++ b/tests/example_pipelines/compiled_pipeline/example_2/docker-compose.yml
@@ -40,8 +40,8 @@ services:
     - '{"name": "Image cropping", "description": "Component that removes single-colored
       borders around images and crops them appropriately", "image": "ghcr.io/ml6team/image_cropping:dev",
       "consumes": {"images": {"fields": {"data": {"type": "binary"}}}}, "produces":
-      {"images": {"fields": {"data": {"type": "binary"}, "width": {"type": "int16"},
-      "height": {"type": "int16"}}}}, "args": {"cropping_threshold": {"description":
+      {"images": {"fields": {"data": {"type": "binary"}, "width": {"type": "int32"},
+      "height": {"type": "int32"}}}}, "args": {"cropping_threshold": {"description":
       "Threshold parameter used for detecting borders. A lower (negative) parameter
       results in a more performant border detection, but can cause overcropping. Default
       is -30", "type": "int", "default": -30}, "padding": {"description": "Padding