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StereoNet

Depth Estimation
PyTorch
android
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xet
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v0.54.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +20 -20
  2. release_assets.json +4 -4
README.md CHANGED
@@ -27,9 +27,9 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.53.1/stereonet-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.53.1/stereonet-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.53.1/stereonet-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[StereoNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/stereonet)**.
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@@ -65,28 +65,28 @@ See our repository for [StereoNet on GitHub](https://github.com/qualcomm/ai-hub-
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  | StereoNet | ONNX | float | Snapdragon® X Elite | 331.458 ms | 20 - 20 MB | NPU
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  | StereoNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 260.792 ms | 6 - 1985 MB | NPU
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  | StereoNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 354.11 ms | 0 - 25 MB | NPU
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- | StereoNet | ONNX | float | Qualcomm® QCS9075 | 513.647 ms | 3 - 6 MB | NPU
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  | StereoNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 218.855 ms | 3 - 1320 MB | NPU
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- | StereoNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 200.701 ms | 3 - 3265 MB | NPU
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- | StereoNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 236.966 ms | 0 - 3240 MB | NPU
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- | StereoNet | QNN_DLC | float | Snapdragon® X2 Elite | 192.532 ms | 3 - 3 MB | NPU
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- | StereoNet | QNN_DLC | float | Snapdragon® X Elite | 361.271 ms | 3 - 3 MB | NPU
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- | StereoNet | QNN_DLC | float | Snapdragon® X Elite | 361.271 ms | 3 - 3 MB | NPU
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- | StereoNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 285.797 ms | 3 - 4453 MB | NPU
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- | StereoNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1294.205 ms | 0 - 3259 MB | NPU
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- | StereoNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 442.28 ms | 3 - 6 MB | NPU
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- | StereoNet | QNN_DLC | float | Qualcomm® SA8775P | 462.314 ms | 0 - 3260 MB | NPU
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- | StereoNet | QNN_DLC | float | Qualcomm® SA8775P | 462.314 ms | 0 - 3260 MB | NPU
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- | StereoNet | QNN_DLC | float | Qualcomm® SA8775P | 462.314 ms | 0 - 3260 MB | NPU
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- | StereoNet | QNN_DLC | float | Qualcomm® QCS9075 | 511.504 ms | 3 - 9 MB | NPU
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- | StereoNet | QNN_DLC | float | Qualcomm® SA7255P | 1294.205 ms | 0 - 3259 MB | NPU
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- | StereoNet | QNN_DLC | float | Qualcomm® SA8295P | 515.319 ms | 3 - 3369 MB | NPU
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- | StereoNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 236.966 ms | 0 - 3240 MB | NPU
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  | StereoNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 297.417 ms | 73 - 3824 MB | NPU
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  | StereoNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 270.062 ms | 73 - 3773 MB | NPU
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  | StereoNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 336.95 ms | 73 - 5322 MB | NPU
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- | StereoNet | TFLITE | float | Qualcomm® QCS9075 | 663.537 ms | 72 - 202 MB | NPU
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  | StereoNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 270.062 ms | 73 - 3773 MB | NPU
 
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  ## License
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  * The license for the original implementation of StereoNet can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.54.0/stereonet-onnx-float.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.54.0/stereonet-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.54.0/stereonet-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[StereoNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/stereonet)**.
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  | StereoNet | ONNX | float | Snapdragon® X Elite | 331.458 ms | 20 - 20 MB | NPU
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  | StereoNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 260.792 ms | 6 - 1985 MB | NPU
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  | StereoNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 354.11 ms | 0 - 25 MB | NPU
 
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  | StereoNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 218.855 ms | 3 - 1320 MB | NPU
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+ | StereoNet | ONNX | float | Qualcomm® QCS9075 | 513.647 ms | 3 - 6 MB | NPU
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+ | StereoNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 189.713 ms | 3 - 3264 MB | NPU
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+ | StereoNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 237.39 ms | 0 - 3242 MB | NPU
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+ | StereoNet | QNN_DLC | float | Snapdragon® X2 Elite | 194.502 ms | 3 - 3 MB | NPU
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+ | StereoNet | QNN_DLC | float | Snapdragon® X Elite | 361.154 ms | 3 - 3 MB | NPU
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+ | StereoNet | QNN_DLC | float | Snapdragon® X Elite | 361.154 ms | 3 - 3 MB | NPU
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+ | StereoNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 284.403 ms | 3 - 4456 MB | NPU
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+ | StereoNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 447.352 ms | 3 - 6 MB | NPU
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+ | StereoNet | QNN_DLC | float | Qualcomm® SA8775P | 461.882 ms | 0 - 3260 MB | NPU
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+ | StereoNet | QNN_DLC | float | Qualcomm® SA8775P | 461.882 ms | 0 - 3260 MB | NPU
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+ | StereoNet | QNN_DLC | float | Qualcomm® SA8775P | 461.882 ms | 0 - 3260 MB | NPU
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+ | StereoNet | QNN_DLC | float | Qualcomm® SA7255P | 1293.498 ms | 0 - 3259 MB | NPU
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+ | StereoNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 237.39 ms | 0 - 3242 MB | NPU
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+ | StereoNet | QNN_DLC | float | Qualcomm® SA8295P | 515.621 ms | 0 - 3366 MB | NPU
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+ | StereoNet | QNN_DLC | float | Qualcomm® QCS9075 | 511.715 ms | 3 - 9 MB | NPU
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  | StereoNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 297.417 ms | 73 - 3824 MB | NPU
85
  | StereoNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 270.062 ms | 73 - 3773 MB | NPU
86
  | StereoNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 336.95 ms | 73 - 5322 MB | NPU
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+ | StereoNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 534.839 ms | 74 - 77 MB | NPU
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  | StereoNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 270.062 ms | 73 - 3773 MB | NPU
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+ | StereoNet | TFLITE | float | Qualcomm® QCS9075 | 663.537 ms | 72 - 202 MB | NPU
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  ## License
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  * The license for the original implementation of StereoNet can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.53.1",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.53.1/stereonet-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.53.1/stereonet-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.53.1/stereonet-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.54.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.54.0/stereonet-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.54.0/stereonet-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stereonet/releases/v0.54.0/stereonet-onnx-float.zip"
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  }
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  }
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  }