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CavaFace

Object Detection
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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (6) hide show
  1. CavaFace_float.dlc +1 -1
  2. CavaFace_float.onnx.zip +2 -2
  3. CavaFace_float.tflite +2 -2
  4. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  5. LICENSE +0 -1
  6. README.md +31 -31
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LICENSE CHANGED
@@ -1,2 +1 @@
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  The license of the original trained model can be found at https://github.com/cavalleria/cavaface/blob/master/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at https://github.com/cavalleria/cavaface/blob/master/LICENSE.
 
README.md CHANGED
@@ -3,6 +3,7 @@ library_name: pytorch
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  license: other
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  tags:
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  - real_time
 
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  - android
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  pipeline_tag: object-detection
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@@ -36,36 +37,36 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | CavaFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.765 ms | 0 - 75 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 24.773 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 7.125 ms | 0 - 179 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8.807 ms | 0 - 70 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.352 ms | 0 - 504 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.258 ms | 0 - 53 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.646 ms | 0 - 12 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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- | CavaFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.047 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 6.965 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.765 ms | 0 - 75 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 24.773 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.346 ms | 0 - 673 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.31 ms | 1 - 67 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 8.203 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.967 ms | 0 - 63 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.342 ms | 0 - 637 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.308 ms | 0 - 22 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.047 ms | 0 - 74 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 6.965 ms | 0 - 58 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.244 ms | 0 - 175 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.2 ms | 0 - 66 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.355 ms | 0 - 65 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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- | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.724 ms | 0 - 79 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.625 ms | 0 - 64 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.8 ms | 0 - 63 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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- | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 2.293 ms | 0 - 79 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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- | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.252 ms | 0 - 64 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.441 ms | 0 - 63 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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- | CavaFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.471 ms | 409 - 409 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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- | CavaFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.506 ms | 127 - 127 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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@@ -228,7 +229,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
229
  * The license for the original implementation of CavaFace can be found
230
  [here](https://github.com/cavalleria/cavaface/blob/master/LICENSE).
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- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  license: other
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  tags:
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  - real_time
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+ - bu_auto
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  - android
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  pipeline_tag: object-detection
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | CavaFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 24.737 ms | 0 - 183 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 24.754 ms | 0 - 166 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.825 ms | 0 - 304 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 8.919 ms | 0 - 195 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 4.271 ms | 0 - 3 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.316 ms | 0 - 3 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.602 ms | 0 - 130 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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+ | CavaFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.016 ms | 0 - 183 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 7.006 ms | 0 - 166 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 24.737 ms | 0 - 183 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 24.754 ms | 0 - 166 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 4.259 ms | 0 - 4 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.32 ms | 0 - 2 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 7.966 ms | 0 - 187 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.959 ms | 0 - 173 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 4.274 ms | 0 - 3 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.309 ms | 0 - 2 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.016 ms | 0 - 183 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 7.006 ms | 0 - 166 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 3.208 ms | 0 - 301 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.195 ms | 0 - 191 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.368 ms | 0 - 169 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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+ | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 2.638 ms | 0 - 185 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.62 ms | 0 - 167 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.812 ms | 0 - 147 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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+ | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 2.265 ms | 0 - 184 MB | NPU | [CavaFace.tflite](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.tflite) |
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+ | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.249 ms | 0 - 171 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 2.449 ms | 0 - 148 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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+ | CavaFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.47 ms | 0 - 0 MB | NPU | [CavaFace.dlc](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.dlc) |
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+ | CavaFace | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.483 ms | 127 - 127 MB | NPU | [CavaFace.onnx.zip](https://huggingface.co/qualcomm/CavaFace/blob/main/CavaFace.onnx.zip) |
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  ## License
230
  * The license for the original implementation of CavaFace can be found
231
  [here](https://github.com/cavalleria/cavaface/blob/master/LICENSE).
 
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