diff --git a/mediapipe/java/com/google/mediapipe/framework/PacketCreator.java b/mediapipe/java/com/google/mediapipe/framework/PacketCreator.java
index 47b1814be..536735f62 100644
--- a/mediapipe/java/com/google/mediapipe/framework/PacketCreator.java
+++ b/mediapipe/java/com/google/mediapipe/framework/PacketCreator.java
@@ -196,15 +196,15 @@ public class PacketCreator {
   }
 
   public Packet createInt16Vector(short[] data) {
-    throw new UnsupportedOperationException("Not implemented yet");
+    return Packet.create(nativeCreateInt16Vector(mediapipeGraph.getNativeHandle(), data));
   }
 
   public Packet createInt32Vector(int[] data) {
-    throw new UnsupportedOperationException("Not implemented yet");
+    return Packet.create(nativeCreateInt32Vector(mediapipeGraph.getNativeHandle(), data));
   }
 
   public Packet createInt64Vector(long[] data) {
-    throw new UnsupportedOperationException("Not implemented yet");
+    return Packet.create(nativeCreateInt64Vector(mediapipeGraph.getNativeHandle(), data));
   }
 
   public Packet createFloat32Vector(float[] data) {
@@ -212,7 +212,7 @@ public class PacketCreator {
   }
 
   public Packet createFloat64Vector(double[] data) {
-    throw new UnsupportedOperationException("Not implemented yet");
+    return Packet.create(nativeCreateFloat64Vector(mediapipeGraph.getNativeHandle(), data));
   }
 
   public Packet createInt32Array(int[] data) {
@@ -367,7 +367,11 @@ public class PacketCreator {
   private native long nativeCreateInt32Array(long context, int[] data);
   private native long nativeCreateFloat32Array(long context, float[] data);
 
+  private native long nativeCreateInt16Vector(long context, short[] data);
+  private native long nativeCreateInt32Vector(long context, int[] data);
+  private native long nativeCreateInt64Vector(long context, long[] data);
   private native long nativeCreateFloat32Vector(long context, float[] data);
+  private native long nativeCreateFloat64Vector(long context, double[] data);
 
   private native long nativeCreateStringFromByteArray(long context, byte[] data);
   private native long nativeCreateProto(long context, SerializedMessage data);
diff --git a/mediapipe/java/com/google/mediapipe/framework/jni/packet_creator_jni.cc b/mediapipe/java/com/google/mediapipe/framework/jni/packet_creator_jni.cc
index f4829c794..203d1fbcb 100644
--- a/mediapipe/java/com/google/mediapipe/framework/jni/packet_creator_jni.cc
+++ b/mediapipe/java/com/google/mediapipe/framework/jni/packet_creator_jni.cc
@@ -354,8 +354,6 @@ JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateGpuBuffer)(
 
 #endif  // !defined(MEDIAPIPE_DISABLE_GPU)
 
-// TODO: Add vector creators.
-
 JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateFloat32Array)(
     JNIEnv* env, jobject thiz, jlong context, jfloatArray data) {
   jsize count = env->GetArrayLength(data);
@@ -376,6 +374,45 @@ JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateFloat32Array)(
   return CreatePacketWithContext(context, packet);
 }
 
+JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateInt16Vector)(
+        JNIEnv* env, jobject thiz, jlong context, jshortArray data) {
+  jsize count = env->GetArrayLength(data);
+  jshort* data_ref = env->GetShortArrayElements(data, nullptr);
+  static_assert(std::is_same<int16_t, jshort>::value, "jshort must be int16_t");
+  std::unique_ptr<std::vector<int16_t>> shorts =
+          absl::make_unique<std::vector<int16_t>>(data_ref, data_ref + count);
+
+  env->ReleaseShortArrayElements(data, data_ref, JNI_ABORT);
+  mediapipe::Packet packet = mediapipe::Adopt(shorts.release());
+  return CreatePacketWithContext(context, packet);
+}
+
+JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateInt32Vector)(
+        JNIEnv* env, jobject thiz, jlong context, jintArray data) {
+  jsize count = env->GetArrayLength(data);
+  jint* data_ref = env->GetIntArrayElements(data, nullptr);
+  static_assert(std::is_same<int32_t, jint>::value, "jint must be int32_t");
+  std::unique_ptr<std::vector<int32_t>> ints =
+          absl::make_unique<std::vector<int32_t>>(data_ref, data_ref + count);
+
+  env->ReleaseIntArrayElements(data, data_ref, JNI_ABORT);
+  mediapipe::Packet packet = mediapipe::Adopt(ints.release());
+  return CreatePacketWithContext(context, packet);
+}
+
+JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateInt64Vector)(
+        JNIEnv* env, jobject thiz, jlong context, jlongArray data) {
+  jsize count = env->GetArrayLength(data);
+  jlong* data_ref = env->GetLongArrayElements(data, nullptr);
+  static_assert(std::is_same<int64_t, jlong>::value, "jlong must be int64_t");
+  std::unique_ptr<std::vector<int64_t>> longs =
+          absl::make_unique<std::vector<int64_t>>(data_ref, data_ref + count);
+
+  env->ReleaseLongArrayElements(data, data_ref, JNI_ABORT);
+  mediapipe::Packet packet = mediapipe::Adopt(longs.release());
+  return CreatePacketWithContext(context, packet);
+}
+
 JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateFloat32Vector)(
     JNIEnv* env, jobject thiz, jlong context, jfloatArray data) {
   jsize count = env->GetArrayLength(data);
@@ -393,6 +430,19 @@ JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateFloat32Vector)(
   return CreatePacketWithContext(context, packet);
 }
 
+JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateFloat64Vector)(
+        JNIEnv* env, jobject thiz, jlong context, jdoubleArray data) {
+  jsize count = env->GetArrayLength(data);
+  jdouble* data_ref = env->GetDoubleArrayElements(data, nullptr);
+  static_assert(std::is_same<double, jdouble>::value, "jdouble must be double");
+  std::unique_ptr<std::vector<double>> doubles =
+          absl::make_unique<std::vector<double>>(data_ref, data_ref + count);
+
+  env->ReleaseDoubleArrayElements(data, data_ref, JNI_ABORT);
+  mediapipe::Packet packet = mediapipe::Adopt(doubles.release());
+  return CreatePacketWithContext(context, packet);
+}
+
 JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateInt32Array)(
     JNIEnv* env, jobject thiz, jlong context, jintArray data) {
   jsize count = env->GetArrayLength(data);
diff --git a/mediapipe/java/com/google/mediapipe/framework/jni/packet_creator_jni.h b/mediapipe/java/com/google/mediapipe/framework/jni/packet_creator_jni.h
index 0b448ae79..7b74ac3a3 100644
--- a/mediapipe/java/com/google/mediapipe/framework/jni/packet_creator_jni.h
+++ b/mediapipe/java/com/google/mediapipe/framework/jni/packet_creator_jni.h
@@ -104,9 +104,21 @@ JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateGpuBuffer)(
 JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateFloat32Array)(
     JNIEnv* env, jobject thiz, jlong context, jfloatArray data);
 
+JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateInt16Vector)(
+        JNIEnv* env, jobject thiz, jlong context, jshortArray data);
+
+JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateInt32Vector)(
+        JNIEnv* env, jobject thiz, jlong context, jintArray data);
+
+JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateInt64Vector)(
+        JNIEnv* env, jobject thiz, jlong context, jlongArray data);
+
 JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateFloat32Vector)(
     JNIEnv* env, jobject thiz, jlong context, jfloatArray data);
 
+JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateFloat64Vector)(
+        JNIEnv* env, jobject thiz, jlong context, jdoubleArray data);
+
 JNIEXPORT jlong JNICALL PACKET_CREATOR_METHOD(nativeCreateInt32Array)(
     JNIEnv* env, jobject thiz, jlong context, jintArray data);