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qualcomm
/
EyeGaze

PyTorch
bu_auto
real_time
android
gaze-estimation
Model card Files
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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 (5) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. EyeGaze_float.tflite +0 -3
  3. EyeGaze_w8a16.onnx.zip +2 -2
  4. LICENSE +0 -1
  5. README.md +10 -21
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LICENSE CHANGED
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  The license of the original trained model can be found at https://github.com/quic/ai-hub-models/blob/main/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/quic/ai-hub-models/blob/main/LICENSE.
 
README.md CHANGED
@@ -2,6 +2,7 @@
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  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: gaze-estimation
@@ -37,26 +38,15 @@ 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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- | EyeGaze | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 30.622 ms | 1 - 11 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 21.219 ms | 3 - 25 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 18.904 ms | 3 - 5 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 26.991 ms | 3 - 12 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 30.622 ms | 1 - 11 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 18.713 ms | 1 - 3 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.298 ms | 3 - 19 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 18.761 ms | 2 - 5 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 26.991 ms | 3 - 12 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 16.779 ms | 3 - 23 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 14.323 ms | 3 - 15 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 11.51 ms | 3 - 14 MB | CPU | [EyeGaze.tflite](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze.tflite) |
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- | EyeGaze | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 147.873 ms | 68 - 71 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 42.348 ms | 60 - 64 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 52.89 ms | 61 - 74 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.064 ms | 70 - 96 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 27.213 ms | 70 - 86 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 59.121 ms | 68 - 87 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 26.746 ms | 55 - 70 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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- | EyeGaze | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.259 ms | 100 - 100 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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@@ -232,7 +222,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of EyeGaze can be found
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  [here](https://github.com/quic/ai-hub-models/blob/main/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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  library_name: pytorch
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  license: other
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  tags:
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+ - bu_auto
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  - real_time
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  - android
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  pipeline_tag: gaze-estimation
 
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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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+ | EyeGaze | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 67.663 ms | 70 - 86 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 144.604 ms | 68 - 72 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 37.3 ms | 65 - 75 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 52.848 ms | 63 - 76 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 31.931 ms | 70 - 94 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 28.301 ms | 69 - 87 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 59.099 ms | 70 - 88 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 26.117 ms | 68 - 83 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
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+ | EyeGaze | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 18.172 ms | 100 - 100 MB | CPU | [EyeGaze.onnx.zip](https://huggingface.co/qualcomm/EyeGaze/blob/main/EyeGaze_w8a16.onnx.zip) |
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of EyeGaze can be found
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  [here](https://github.com/quic/ai-hub-models/blob/main/LICENSE).
 
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