v0.32.0

See https://github.com/quic/ai-hub-models/releases/v0.32.0 for changelog.

.gitattributes

@@ -39,3 +39,4 @@ HandDetector.so filter=lfs diff=lfs merge=lfs -text
 HandLandmarkDetector.so filter=lfs diff=lfs merge=lfs -text
 MediaPipe-Hand-Detection_HandDetector.dlc filter=lfs diff=lfs merge=lfs -text
 MediaPipe-Hand-Detection_HandLandmarkDetector.dlc filter=lfs diff=lfs merge=lfs -text
+DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text

DEPLOYMENT_MODEL_LICENSE.pdf

@@ -0,0 +1,3 @@
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+oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
+size 109629

LICENSE

@@ -0,0 +1,2 @@
+The license of the original trained model can be found at https://github.com/zmurez/MediaPipePyTorch/blob/master/LICENSE.
+The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.

MediaPipe-Hand-Detection_HandDetector.onnx

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+oid sha256:c7a92c11e4ed225b84dc472691459e0a1fec0b325c0384603060675c61563be8
+size 7111691

MediaPipe-Hand-Detection_HandLandmarkDetector.onnx

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README.md

@@ -29,10 +29,10 @@ More details on model performance across various devices, can be found
 - **Model Type:** Model_use_case.object_detection
 - **Model Stats:**
   - Input resolution: 256x256
-  - Number of parameters (MediaPipeHandDetector): 1.76M
-  - Model size (MediaPipeHandDetector): 6.76 MB
-  - Number of parameters (MediaPipeHandLandmarkDetector): 2.01M
-  - Model size (MediaPipeHandLandmarkDetector): 7.71 MB
+  - Number of parameters (HandDetector): 1.76M
+  - Model size (HandDetector) (float): 6.75 MB
+  - Number of parameters (HandLandmarkDetector): 2.01M
+  - Model size (HandLandmarkDetector) (float): 7.70 MB
 
 | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
 |---|---|---|---|---|---|---|---|---|
@@ -56,15 +56,15 @@ More details on model performance across various devices, can be found
 | HandDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.292 ms | 1 - 26 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
 | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.716 ms | 0 - 38 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
 | HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.7 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
-| HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.963 ms | 0 - 21 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
+| HandDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.973 ms | 0 - 20 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
 | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.52 ms | 0 - 33 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
 | HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.52 ms | 1 - 34 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
-| HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.686 ms | 0 - 44 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
+| HandDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.673 ms | 0 - 39 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
 | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.525 ms | 0 - 29 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
 | HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.583 ms | 1 - 30 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
-| HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.723 ms | 1 - 31 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
+| HandDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.707 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
 | HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.872 ms | 13 - 13 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
-| HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.994 ms | 4 - 4 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
+| HandDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.022 ms | 3 - 3 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
 | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.297 ms | 0 - 25 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
 | HandLandmarkDetector | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.218 ms | 1 - 19 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
 | HandLandmarkDetector | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.824 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
@@ -85,15 +85,15 @@ More details on model performance across various devices, can be found
 | HandLandmarkDetector | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.856 ms | 1 - 21 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
 | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.011 ms | 0 - 72 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
 | HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.001 ms | 1 - 58 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
-| HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.299 ms | 0 - 20 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
+| HandLandmarkDetector | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.316 ms | 0 - 48 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
 | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.744 ms | 0 - 40 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
 | HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.751 ms | 1 - 36 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
-| HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.933 ms | 0 - 34 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
+| HandLandmarkDetector | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.931 ms | 0 - 35 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
 | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.751 ms | 0 - 31 MB | NPU | [MediaPipe-Hand-Detection.tflite](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.tflite) |
 | HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.699 ms | 1 - 25 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
-| HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.945 ms | 1 - 29 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
+| HandLandmarkDetector | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.776 ms | 0 - 27 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
 | HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.253 ms | 38 - 38 MB | NPU | [MediaPipe-Hand-Detection.dlc](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.dlc) |
-| HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.37 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |
+| HandLandmarkDetector | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.367 ms | 6 - 6 MB | NPU | [MediaPipe-Hand-Detection.onnx](https://huggingface.co/qualcomm/MediaPipe-Hand-Detection/blob/main/MediaPipe-Hand-Detection.onnx) |