diff --git a/Cargo.lock b/Cargo.lock
index 6b3b227..f6db907 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1210,6 +1210,7 @@ dependencies = [
 [[package]]
 name = "mnn-bridge"
 version = "0.1.0"
+source = "git+https://github.com/uttarayan21/mnn-rs?branch=restructure-tensor-type#6ce7bfda5a030afaca64f72d2e3040a9a3ae6b02"
 dependencies = [
  "error-stack",
  "mnn",
@@ -1219,6 +1220,7 @@ dependencies = [
 [[package]]
 name = "mnn-sync"
 version = "0.1.0"
+source = "git+https://github.com/uttarayan21/mnn-rs?branch=restructure-tensor-type#6ce7bfda5a030afaca64f72d2e3040a9a3ae6b02"
 dependencies = [
  "error-stack",
  "flume",
diff --git a/Cargo.toml b/Cargo.toml
index fadc556..543bffa 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -5,19 +5,23 @@ members = ["ndarray-image", "ndarray-resize", ".", "bounding-box"]
 version = "0.1.0"
 edition = "2024"
 
+[patch."https://github.com/uttarayan21/mnn-rs"]
+mnn = { path = "/Users/fs0c131y/Projects/aftershoot/mnn-rs" }
+
 [workspace.dependencies]
 ndarray-image = { path = "ndarray-image" }
 ndarray-resize = { path = "ndarray-resize" }
-mnn = { path = "/home/servius/Projects/mnn-rs", version = "0.2.0", features = [
-  "opencl",
+mnn = { git = "https://github.com/uttarayan21/mnn-rs", version = "0.2.0", features = [
+  "metal",
+  "coreml",
   "tracing",
-] }
-mnn-bridge = { path = "/home/servius/Projects/mnn-rs/mnn-bridge", version = "0.1.0", features = [
+], branch = "restructure-tensor-type" }
+mnn-bridge = { git = "https://github.com/uttarayan21/mnn-rs", version = "0.1.0", features = [
   "ndarray",
-] }
-mnn-sync = { path = "/home/servius/Projects/mnn-rs/mnn-sync", version = "0.1.0", features = [
+], branch = "restructure-tensor-type" }
+mnn-sync = { git = "https://github.com/uttarayan21/mnn-rs", version = "0.1.0", features = [
   "tracing",
-] }
+], branch = "restructure-tensor-type" }
 
 [package]
 name = "detector"
diff --git a/src/facedet.rs b/src/facedet.rs
index 214ad33..387cd58 100644
--- a/src/facedet.rs
+++ b/src/facedet.rs
@@ -93,7 +93,7 @@ impl FaceDetection {
         model.set_session_mode(mnn::SessionMode::Release);
         let bc = mnn::BackendConfig::default().with_memory_mode(mnn::MemoryMode::High);
         let sc = mnn::ScheduleConfig::new()
-            .with_type(mnn::ForwardType::CPU)
+            .with_type(mnn::ForwardType::CoreML)
             .with_backend_config(bc);
         tracing::info!("Creating session handle for face detection model");
         let handle = mnn_sync::SessionHandle::new(model, sc)
@@ -103,6 +103,7 @@ impl FaceDetection {
     }
 
     pub fn detect_faces(&self, image: ndarray::Array3<u8>) -> Result<FaceDetectionModelOutput> {
+        #[rustfmt::skip]
         use ::tap::*;
         let output = self
             .handle