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Lightweight-Face-Detection

Object Detection
PyTorch
real_time
bu_iot
android
Model card Files
xet
Community
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v0.30.3

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See https://github.com/quic/ai-hub-models/releases/v0.30.3 for changelog.

Files changed (2) hide show
  1. Lightweight-Face-Detection_w8a8.tflite +3 -0
  2. README.md +3 -1
Lightweight-Face-Detection_w8a8.tflite ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:5382ee948bb99f2d7dceda38449e3394bddb621959ac5107de63c220a44b7c13
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+ size 989808
README.md CHANGED
@@ -69,7 +69,7 @@ More details on model performance across various devices, can be found
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  | Lightweight-Face-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 3.185 ms | 1 - 36 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.602 ms | 1 - 3 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.891 ms | 1 - 15 MB | NPU | Use Export Script |
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- | Lightweight-Face-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.52 ms | 0 - 14 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.215 ms | 1 - 10 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.624 ms | 1 - 3 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.124 ms | 0 - 18 MB | NPU | Use Export Script |
@@ -82,6 +82,8 @@ More details on model performance across various devices, can be found
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  | Lightweight-Face-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.036 ms | 1 - 26 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.808 ms | 1 - 1 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.108 ms | 1 - 1 MB | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx) |
 
 
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  | Lightweight-Face-Detection | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 3.185 ms | 1 - 36 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.602 ms | 1 - 3 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.891 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | Lightweight-Face-Detection | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 8.483 ms | 1 - 12 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.215 ms | 1 - 10 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.624 ms | 1 - 3 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.124 ms | 0 - 18 MB | NPU | Use Export Script |
 
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  | Lightweight-Face-Detection | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 1.036 ms | 1 - 26 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.808 ms | 1 - 1 MB | NPU | Use Export Script |
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  | Lightweight-Face-Detection | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.108 ms | 1 - 1 MB | NPU | [Lightweight-Face-Detection.onnx](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a16.onnx) |
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+ | Lightweight-Face-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.257 ms | 0 - 19 MB | NPU | [Lightweight-Face-Detection.tflite](https://huggingface.co/qualcomm/Lightweight-Face-Detection/blob/main/Lightweight-Face-Detection_w8a8.tflite) |
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+ | Lightweight-Face-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.52 ms | 0 - 14 MB | NPU | Use Export Script |
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