diff --git a/.styleguide b/.styleguide
index 7259f0408f..9f48ba17e1 100644
--- a/.styleguide
+++ b/.styleguide
@@ -39,3 +39,7 @@ includeOtherLibs {
   ^units/
   ^wpi/
 }
+
+licenseUpdateExclude {
+  photon-core/src/main/java/org/photonvision/jni/GpuDetectorJNI.java
+}
diff --git a/photon-client/src/components/dashboard/ConfigOptions.vue b/photon-client/src/components/dashboard/ConfigOptions.vue
index e995b293df..f052bc43b4 100644
--- a/photon-client/src/components/dashboard/ConfigOptions.vue
+++ b/photon-client/src/components/dashboard/ConfigOptions.vue
@@ -25,16 +25,46 @@ interface ConfigOption {
 }
 
 const allTabs = Object.freeze({
-  inputTab: { tabName: "Input", component: InputTab },
-  thresholdTab: { tabName: "Threshold", component: ThresholdTab },
-  contoursTab: { tabName: "Contours", component: ContoursTab },
-  apriltagTab: { tabName: "AprilTag", component: AprilTagTab },
-  arucoTab: { tabName: "Aruco", component: ArucoTab },
-  objectDetectionTab: { tabName: "Object Detection", component: ObjectDetectionTab },
-  outputTab: { tabName: "Output", component: OutputTab },
-  targetsTab: { tabName: "Targets", component: TargetsTab },
-  pnpTab: { tabName: "PnP", component: PnPTab },
-  map3dTab: { tabName: "3D", component: Map3DTab }
+  inputTab: {
+    tabName: "Input",
+    component: InputTab
+  },
+  thresholdTab: {
+    tabName: "Threshold",
+    component: ThresholdTab
+  },
+  contoursTab: {
+    tabName: "Contours",
+    component: ContoursTab
+  },
+  apriltagTab: {
+    tabName: "AprilTag",
+    component: AprilTagTab
+  },
+  arucoTab: {
+    tabName: "Aruco",
+    component: ArucoTab
+  },
+  objectDetectionTab: {
+    tabName: "Object Detection",
+    component: ObjectDetectionTab
+  },
+  outputTab: {
+    tabName: "Output",
+    component: OutputTab
+  },
+  targetsTab: {
+    tabName: "Targets",
+    component: TargetsTab
+  },
+  pnpTab: {
+    tabName: "PnP",
+    component: PnPTab
+  },
+  map3dTab: {
+    tabName: "3D",
+    component: Map3DTab
+  }
 });
 
 const selectedTabs = ref([0, 0, 0, 0]);
diff --git a/photon-client/src/components/dashboard/tabs/AprilTagTab.vue b/photon-client/src/components/dashboard/tabs/AprilTagTab.vue
index 249f80607e..9b7e98b0dc 100644
--- a/photon-client/src/components/dashboard/tabs/AprilTagTab.vue
+++ b/photon-client/src/components/dashboard/tabs/AprilTagTab.vue
@@ -88,5 +88,14 @@ const interactiveCols = computed(() =>
         (value) => useCameraSettingsStore().changeCurrentPipelineSetting({ refineEdges: value }, false)
       "
     />
+    <pv-switch
+      v-model="currentPipelineSettings.cudaAcceleration"
+      :switch-cols="interactiveCols"
+      label="CUDA Acceleration"
+      tooltip="Use CUDA acceleration for AprilTag detection, requires a compatible NVIDIA GPU and the CUDA version of OpenCV"
+      @update:modelValue="
+        (value) => useCameraSettingsStore().changeCurrentPipelineSetting({ cudaAcceleration: value }, false)
+      "
+    />
   </div>
 </template>
diff --git a/photon-client/src/types/PipelineTypes.ts b/photon-client/src/types/PipelineTypes.ts
index 1b56311941..f334a67462 100644
--- a/photon-client/src/types/PipelineTypes.ts
+++ b/photon-client/src/types/PipelineTypes.ts
@@ -221,6 +221,7 @@ export interface AprilTagPipelineSettings extends PipelineSettings {
   tagFamily: AprilTagFamily;
   doMultiTarget: boolean;
   doSingleTargetAlways: boolean;
+  cudaAcceleration: boolean;
 }
 export type ConfigurableAprilTagPipelineSettings = Partial<
   Omit<AprilTagPipelineSettings, "pipelineType" | "hammingDist" | "debug">
@@ -245,7 +246,8 @@ export const DefaultAprilTagPipelineSettings: AprilTagPipelineSettings = {
   threads: 4,
   tagFamily: AprilTagFamily.Family36h11,
   doMultiTarget: false,
-  doSingleTargetAlways: false
+  doSingleTargetAlways: false,
+  cudaAcceleration: false
 };
 
 export interface ArucoPipelineSettings extends PipelineSettings {
diff --git a/photon-core/src/main/java/org/photonvision/jni/GpuDetectorJNI.java b/photon-core/src/main/java/org/photonvision/jni/GpuDetectorJNI.java
new file mode 100644
index 0000000000..59b3debc7a
--- /dev/null
+++ b/photon-core/src/main/java/org/photonvision/jni/GpuDetectorJNI.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements.
+ * See the NOTICE file distributed with this work for additional information regarding copyright
+ * ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License. You may obtain a copy of the License
+ * at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in
+ * writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific
+ * language governing permissions and limitations under the License.
+ */
+
+package org.photonvision.jni;
+
+import edu.wpi.first.apriltag.AprilTagDetection;
+
+public class GpuDetectorJNI {
+    static boolean libraryLoaded = false;
+
+    static {
+        if (!libraryLoaded) System.loadLibrary("971apriltag");
+        libraryLoaded = true;
+    }
+
+    public static native long createGpuDetector(int width, int height);
+
+    public static native void destroyGpuDetector(long handle);
+
+    public static native void setparams(
+            long handle,
+            double fx,
+            double cx,
+            double fy,
+            double cy,
+            double k1,
+            double k2,
+            double p1,
+            double p2,
+            double k3);
+
+    public static native AprilTagDetection[] processimage(long handle, long p);
+}
diff --git a/photon-core/src/main/java/org/photonvision/vision/camera/QuirkyCamera.java b/photon-core/src/main/java/org/photonvision/vision/camera/QuirkyCamera.java
index c500592227..4e7f66a4c9 100644
--- a/photon-core/src/main/java/org/photonvision/vision/camera/QuirkyCamera.java
+++ b/photon-core/src/main/java/org/photonvision/vision/camera/QuirkyCamera.java
@@ -85,9 +85,26 @@ public class QuirkyCamera {
                             CameraQuirk.ArduCamCamera,
                             CameraQuirk.Gain,
                             CameraQuirk.ArduOV9782Controls),
+                    // Innomaker OV9281 Jetson Orin MIPI
+                    new QuirkyCamera(
+                            -1, -1, "vi-output, ov9281 10-0060", "vi-output,_ov9821_10-0060", CameraQuirk.Gain),
+                    new QuirkyCamera(
+                            -1, -1, "vi-output, ov9281 9-0060", "vi-output,_ov9821_9-0060", CameraQuirk.Gain),
                     // Innomaker OV9281
                     new QuirkyCamera(
-                            0x0c45, 0x636d, "USB Camera", "Innomaker OV9281", CameraQuirk.InnoOV9281Controls));
+                            0x0c45, 0x636d, "USB Camera", "Innomaker OV9281", CameraQuirk.InnoOV9281Controls),
+                    new QuirkyCamera(
+                            -1,
+                            -1,
+                            "vi-output, ov9281 9-0060",
+                            CameraQuirk.InnoOV9281Controls,
+                            CameraQuirk.StickyFPS),
+                    new QuirkyCamera(
+                            -1,
+                            -1,
+                            "vi-output, ov9281 10-0060",
+                            CameraQuirk.InnoOV9281Controls,
+                            CameraQuirk.StickyFPS));
 
     public static final QuirkyCamera DefaultCamera = new QuirkyCamera(0, 0, "");
     public static final QuirkyCamera ZeroCopyPiCamera =
diff --git a/photon-core/src/main/java/org/photonvision/vision/camera/USBCameras/GenericUSBCameraSettables.java b/photon-core/src/main/java/org/photonvision/vision/camera/USBCameras/GenericUSBCameraSettables.java
index 7d956643e4..57c861ff70 100644
--- a/photon-core/src/main/java/org/photonvision/vision/camera/USBCameras/GenericUSBCameraSettables.java
+++ b/photon-core/src/main/java/org/photonvision/vision/camera/USBCameras/GenericUSBCameraSettables.java
@@ -83,6 +83,7 @@ protected void setUpWhiteBalanceProperties() {
     }
 
     protected void setUpExposureProperties() {
+        logger.debug("start usb setupexposure");
         // Photonvision needs to be able to control absolute exposure. Make sure we can
         // first.
         var expProp =
@@ -231,7 +232,7 @@ public void setExposureRaw(double exposureRaw) {
     @Override
     public void setBrightness(int brightness) {
         try {
-            camera.setBrightness(brightness);
+            softSet("brightness", brightness);
             this.lastBrightness = brightness;
         } catch (VideoException e) {
             logger.error("Failed to set camera brightness!", e);
diff --git a/photon-core/src/main/java/org/photonvision/vision/camera/USBCameras/USBCameraSource.java b/photon-core/src/main/java/org/photonvision/vision/camera/USBCameras/USBCameraSource.java
index b0a4dde81a..77f228c3df 100644
--- a/photon-core/src/main/java/org/photonvision/vision/camera/USBCameras/USBCameraSource.java
+++ b/photon-core/src/main/java/org/photonvision/vision/camera/USBCameras/USBCameraSource.java
@@ -84,7 +84,7 @@ public USBCameraSource(CameraConfiguration config) {
         }
 
         if (getCameraConfiguration().cameraQuirks.hasQuirks()) {
-            logger.info("Quirky camera detected: " + getCameraConfiguration().cameraQuirks);
+            logger.info("Quirky camera detected: " + getCameraConfiguration().cameraQuirks.baseName);
         }
 
         var cameraBroken = getCameraConfiguration().cameraQuirks.hasQuirk(CameraQuirk.CompletelyBroken);
@@ -147,6 +147,7 @@ protected GenericUSBCameraSettables createSettables(
             logger.debug("Using Arducam OV9782 Settables");
             settables = new ArduOV9782CameraSettables(config, camera);
         } else if (quirks.hasQuirk(CameraQuirk.InnoOV9281Controls)) {
+            logger.debug("Using Innovision OV9782 Settables");
             settables = new InnoOV9281CameraSettables(config, camera);
         } else if (quirks.hasQuirk(CameraQuirk.See3Cam_24CUG)) {
             settables = new See3Cam24CUGSettables(config, camera);
diff --git a/photon-core/src/main/java/org/photonvision/vision/pipe/impl/AprilTagDetectionPipe.java b/photon-core/src/main/java/org/photonvision/vision/pipe/impl/AprilTagDetectionPipe.java
index 01e237c410..1695b76dbe 100644
--- a/photon-core/src/main/java/org/photonvision/vision/pipe/impl/AprilTagDetectionPipe.java
+++ b/photon-core/src/main/java/org/photonvision/vision/pipe/impl/AprilTagDetectionPipe.java
@@ -20,7 +20,10 @@
 import edu.wpi.first.apriltag.AprilTagDetection;
 import edu.wpi.first.apriltag.AprilTagDetector;
 import java.util.List;
+import org.opencv.core.Mat;
+import org.photonvision.jni.GpuDetectorJNI;
 import org.photonvision.vision.apriltag.AprilTagFamily;
+import org.photonvision.vision.calibration.CameraCalibrationCoefficients;
 import org.photonvision.vision.opencv.CVMat;
 import org.photonvision.vision.opencv.Releasable;
 import org.photonvision.vision.pipe.CVPipe;
@@ -29,13 +32,24 @@ public class AprilTagDetectionPipe
         extends CVPipe<
                 CVMat, List<AprilTagDetection>, AprilTagDetectionPipe.AprilTagDetectionPipeParams>
         implements Releasable {
-    private AprilTagDetector m_detector = new AprilTagDetector();
+    private AprilTagDetector m_detector = null;
+    private GpuDetectorJNI m_cudadetector = null;
+    private long pointer = 0;
+    private boolean cudaAccelerated;
 
-    public AprilTagDetectionPipe() {
+    public AprilTagDetectionPipe(boolean cudaAccelerated) {
         super();
 
-        m_detector.addFamily("tag16h5");
-        m_detector.addFamily("tag36h11");
+        this.cudaAccelerated = cudaAccelerated;
+
+        if (cudaAccelerated) {
+            m_cudadetector = new GpuDetectorJNI();
+            pointer = m_cudadetector.createGpuDetector(640, 480); // just a guess
+        } else {
+            m_detector = new AprilTagDetector();
+            m_detector.addFamily("tag16h5");
+            m_detector.addFamily("tag36h11");
+        }
     }
 
     @Override
@@ -60,11 +74,30 @@ protected List<AprilTagDetection> process(CVMat in) {
     @Override
     public void setParams(AprilTagDetectionPipeParams newParams) {
         if (this.params == null || !this.params.equals(newParams)) {
-            m_detector.setConfig(newParams.detectorParams());
-            m_detector.setQuadThresholdParameters(newParams.quadParams());
+            if (cudaAccelerated) {
+                if (newParams.cal == null) return;
+
+                final Mat cameraMatrix = newParams.cal.getCameraIntrinsicsMat();
+                final Mat distCoeffs = newParams.cal.getDistCoeffsMat();
+                if (cameraMatrix == null || distCoeffs == null) return;
+                var cx = cameraMatrix.get(0, 2)[0];
+                var cy = cameraMatrix.get(1, 2)[0];
+                var fx = cameraMatrix.get(0, 0)[0];
+                var fy = cameraMatrix.get(1, 1)[0];
+                var k1 = distCoeffs.get(0, 0)[0];
+                var k2 = distCoeffs.get(0, 1)[0];
+                var k3 = distCoeffs.get(0, 4)[0];
+                var p1 = distCoeffs.get(0, 2)[0];
+                var p2 = distCoeffs.get(0, 3)[0];
 
-            m_detector.clearFamilies();
-            m_detector.addFamily(newParams.family().getNativeName());
+                m_cudadetector.setparams(pointer, fx, cx, fy, cy, k1, k2, p1, p2, k3);
+            } else {
+                m_detector.setConfig(newParams.detectorParams());
+                m_detector.setQuadThresholdParameters(newParams.quadParams());
+
+                m_detector.clearFamilies();
+                m_detector.addFamily(newParams.family().getNativeName());
+            }
         }
 
         super.setParams(newParams);
@@ -72,12 +105,18 @@ public void setParams(AprilTagDetectionPipeParams newParams) {
 
     @Override
     public void release() {
-        m_detector.close();
-        m_detector = null;
+        if (cudaAccelerated) {
+            m_cudadetector.destroyGpuDetector(pointer);
+            m_cudadetector = null;
+        } else {
+            m_detector.close();
+            m_detector = null;
+        }
     }
 
     public static record AprilTagDetectionPipeParams(
             AprilTagFamily family,
             AprilTagDetector.Config detectorParams,
-            AprilTagDetector.QuadThresholdParameters quadParams) {}
+            AprilTagDetector.QuadThresholdParameters quadParams,
+            CameraCalibrationCoefficients cal) {}
 }
diff --git a/photon-core/src/main/java/org/photonvision/vision/pipeline/AprilTagPipeline.java b/photon-core/src/main/java/org/photonvision/vision/pipeline/AprilTagPipeline.java
index 3e98f7e9e1..19866cffc9 100644
--- a/photon-core/src/main/java/org/photonvision/vision/pipeline/AprilTagPipeline.java
+++ b/photon-core/src/main/java/org/photonvision/vision/pipeline/AprilTagPipeline.java
@@ -49,7 +49,7 @@
 import org.photonvision.vision.target.TrackedTarget.TargetCalculationParameters;
 
 public class AprilTagPipeline extends CVPipeline<CVPipelineResult, AprilTagPipelineSettings> {
-    private final AprilTagDetectionPipe aprilTagDetectionPipe = new AprilTagDetectionPipe();
+    private final AprilTagDetectionPipe aprilTagDetectionPipe;
     private final AprilTagPoseEstimatorPipe singleTagPoseEstimatorPipe =
             new AprilTagPoseEstimatorPipe();
     private final MultiTargetPNPPipe multiTagPNPPipe = new MultiTargetPNPPipe();
@@ -60,11 +60,13 @@ public class AprilTagPipeline extends CVPipeline<CVPipelineResult, AprilTagPipel
     public AprilTagPipeline() {
         super(PROCESSING_TYPE);
         settings = new AprilTagPipelineSettings();
+        aprilTagDetectionPipe = new AprilTagDetectionPipe(settings.cudaAcceleration);
     }
 
     public AprilTagPipeline(AprilTagPipelineSettings settings) {
         super(PROCESSING_TYPE);
         this.settings = settings;
+        aprilTagDetectionPipe = new AprilTagDetectionPipe(settings.cudaAcceleration);
     }
 
     @Override
@@ -101,7 +103,8 @@ protected void setPipeParamsImpl() {
         quadParams.deglitch = false;
 
         aprilTagDetectionPipe.setParams(
-                new AprilTagDetectionPipeParams(settings.tagFamily, config, quadParams));
+                new AprilTagDetectionPipeParams(
+                        settings.tagFamily, config, quadParams, frameStaticProperties.cameraCalibration));
 
         if (frameStaticProperties.cameraCalibration != null) {
             var cameraMatrix = frameStaticProperties.cameraCalibration.getCameraIntrinsicsMat();
diff --git a/photon-core/src/main/java/org/photonvision/vision/pipeline/AprilTagPipelineSettings.java b/photon-core/src/main/java/org/photonvision/vision/pipeline/AprilTagPipelineSettings.java
index cede417e23..9203e9e804 100644
--- a/photon-core/src/main/java/org/photonvision/vision/pipeline/AprilTagPipelineSettings.java
+++ b/photon-core/src/main/java/org/photonvision/vision/pipeline/AprilTagPipelineSettings.java
@@ -34,6 +34,7 @@ public class AprilTagPipelineSettings extends AdvancedPipelineSettings {
     public int decisionMargin = 35;
     public boolean doMultiTarget = false;
     public boolean doSingleTargetAlways = false;
+    public boolean cudaAcceleration = false;
 
     // 3d settings
 
@@ -64,6 +65,7 @@ public int hashCode() {
         result = prime * result + decisionMargin;
         result = prime * result + (doMultiTarget ? 1231 : 1237);
         result = prime * result + (doSingleTargetAlways ? 1231 : 1237);
+        result = prime * result + (cudaAcceleration ? 1231 : 1237);
         return result;
     }
 
@@ -84,6 +86,7 @@ public boolean equals(Object obj) {
         if (decisionMargin != other.decisionMargin) return false;
         if (doMultiTarget != other.doMultiTarget) return false;
         if (doSingleTargetAlways != other.doSingleTargetAlways) return false;
+        if (cudaAcceleration != other.cudaAcceleration) return false;
         return true;
     }
 }
diff --git a/photon-core/src/main/java/org/photonvision/vision/pipeline/OutputStreamPipeline.java b/photon-core/src/main/java/org/photonvision/vision/pipeline/OutputStreamPipeline.java
index 366ef1a0a2..bf79b40521 100644
--- a/photon-core/src/main/java/org/photonvision/vision/pipeline/OutputStreamPipeline.java
+++ b/photon-core/src/main/java/org/photonvision/vision/pipeline/OutputStreamPipeline.java
@@ -180,7 +180,7 @@ public CVPipelineResult process(
                 sumPipeNanosElapsed += pipeProfileNanos[7] = drawOnInputResult.nanosElapsed;
 
                 pipeProfileNanos[8] = 0;
-            } else if (settings instanceof AprilTagPipelineSettings) {
+            } else if ((settings instanceof AprilTagPipelineSettings)) {
                 // If we are doing apriltags...
                 if (settings.solvePNPEnabled) {
                     // Draw 3d Apriltag markers (camera is calibrated and running in 3d mode)
diff --git a/photon-targeting/src/main/java/org/photonvision/common/hardware/Platform.java b/photon-targeting/src/main/java/org/photonvision/common/hardware/Platform.java
index 485ec701e2..5c6dd9f49c 100644
--- a/photon-targeting/src/main/java/org/photonvision/common/hardware/Platform.java
+++ b/photon-targeting/src/main/java/org/photonvision/common/hardware/Platform.java
@@ -139,6 +139,10 @@ public static boolean isRaspberryPi() {
         return currentPlatform.isPi;
     }
 
+    public static boolean isJetson() {
+        return Platform.isJetsonSBC();
+    }
+
     public static String getPlatformName() {
         if (currentPlatform.equals(UNKNOWN)) {
             return UnknownPlatformString;