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CREStereo

Depth Estimation
PyTorch
android
Model card Files
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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (3) hide show
  1. LICENSE +1 -1
  2. README.md +16 -16
  3. release_assets.json +4 -4
LICENSE CHANGED
@@ -1 +1 @@
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- The license of the original trained model can be found at https://github.com/ibaiGorordo/CREStereo-Pytorch/blob/main/LICENSE.
 
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+ The license of the original trained model can be found at https://github.com/megvii-research/CREStereo/blob/master/LICENSE.
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 | ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.51.0/crestereo-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/crestereo/releases/v0.51.0/crestereo-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.51.0/crestereo-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[CREStereo on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/crestereo)**.
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@@ -67,18 +67,18 @@ See our repository for [CREStereo on GitHub](https://github.com/qualcomm/ai-hub-
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  | CREStereo | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5846.538 ms | 65 - 68 MB | CPU
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  | CREStereo | ONNX | float | Qualcomm® QCS9075 | 3946.878 ms | 95 - 97 MB | CPU
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  | CREStereo | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3982.126 ms | 62 - 85 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2891.856 ms | 143 - 233 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® X2 Elite | 2830.939 ms | 85 - 85 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® X Elite | 9926.739 ms | 85 - 85 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4485.42 ms | 120 - 212 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10840.625 ms | 131 - 216 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5622.908 ms | 111 - 154 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6649.979 ms | 129 - 213 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® QCS9075 | 7805.077 ms | 304 - 1206 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 7283.514 ms | 141 - 236 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® SA7255P | 10840.625 ms | 131 - 216 MB | CPU
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- | CREStereo | QNN_DLC | float | Qualcomm® SA8295P | 5593.28 ms | 129 - 213 MB | CPU
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- | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3425.318 ms | 125 - 212 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2917.477 ms | 45 - 73 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4461.271 ms | 46 - 76 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7591.053 ms | 48 - 73 MB | CPU
@@ -92,7 +92,7 @@ See our repository for [CREStereo on GitHub](https://github.com/qualcomm/ai-hub-
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  ## License
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  * The license for the original implementation of CREStereo can be found
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- [here](https://github.com/ibaiGorordo/CREStereo-Pytorch/blob/main/LICENSE).
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  ## References
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  * [Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation](https://arxiv.org/abs/2203.11483)
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.52.0/crestereo-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/crestereo/releases/v0.52.0/crestereo-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.52.0/crestereo-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[CREStereo on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/crestereo)**.
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  | CREStereo | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5846.538 ms | 65 - 68 MB | CPU
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  | CREStereo | ONNX | float | Qualcomm® QCS9075 | 3946.878 ms | 95 - 97 MB | CPU
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  | CREStereo | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3982.126 ms | 62 - 85 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2883.993 ms | 90 - 179 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® X2 Elite | 2727.641 ms | 85 - 85 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® X Elite | 9891.231 ms | 85 - 85 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4974.327 ms | 128 - 219 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10891.085 ms | 126 - 210 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5571.348 ms | 111 - 154 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® SA8775P | 6625.184 ms | 126 - 211 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® QCS9075 | 7734.589 ms | 314 - 1217 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 7865.986 ms | 141 - 236 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® SA7255P | 10891.085 ms | 126 - 210 MB | CPU
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+ | CREStereo | QNN_DLC | float | Qualcomm® SA8295P | 5456.534 ms | 133 - 217 MB | CPU
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+ | CREStereo | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3361.535 ms | 389 - 480 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2917.477 ms | 45 - 73 MB | CPU
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  | CREStereo | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4461.271 ms | 46 - 76 MB | CPU
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  | CREStereo | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7591.053 ms | 48 - 73 MB | CPU
 
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  ## License
94
  * The license for the original implementation of CREStereo can be found
95
+ [here](https://github.com/megvii-research/CREStereo/blob/master/LICENSE).
96
 
97
  ## References
98
  * [Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation](https://arxiv.org/abs/2203.11483)
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.51.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -7,19 +7,19 @@
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  "tool_versions": {
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  "litert": "1.4.2"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.51.0/crestereo-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/crestereo/releases/v0.51.0/crestereo-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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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/crestereo/releases/v0.51.0/crestereo-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
 
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  "tool_versions": {
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  "litert": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/crestereo/releases/v0.52.0/crestereo-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/crestereo/releases/v0.52.0/crestereo-qnn_dlc-float.zip"
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  },
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  "onnx": {
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  "tool_versions": {
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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/crestereo/releases/v0.52.0/crestereo-onnx-float.zip"
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  }
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  }
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  }