--- library_name: pytorch license: other tags: - android pipeline_tag: image-segmentation --- ![](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/web-assets/model_demo.png) # DeepLabV3-Plus-MobileNet: Optimized for Qualcomm Devices DeepLabV3 is designed for semantic segmentation at multiple scales, trained on the various datasets. It uses MobileNet as a backbone. This is based on the implementation of DeepLabV3-Plus-MobileNet found [here](https://github.com/jfzhang95/pytorch-deeplab-xception). This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/main/src/qai_hub_models/models/deeplabv3_plus_mobilenet) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary). Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device. ## Getting Started There are two ways to deploy this model on your device: ### Option 1: Download Pre-Exported Models Below are pre-exported model assets ready for deployment. | Runtime | Precision | Chipset | SDK Versions | Download | |---|---|---|---|---| | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.55.0/deeplabv3_plus_mobilenet-onnx-float.zip) | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.55.0/deeplabv3_plus_mobilenet-onnx-w8a16.zip) | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.55.0/deeplabv3_plus_mobilenet-onnx-w8a8.zip) | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.55.0/deeplabv3_plus_mobilenet-qnn_dlc-float.zip) | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.55.0/deeplabv3_plus_mobilenet-qnn_dlc-w8a16.zip) | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.55.0/deeplabv3_plus_mobilenet-qnn_dlc-w8a8.zip) | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.55.0/deeplabv3_plus_mobilenet-tflite-float.zip) | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplabv3_plus_mobilenet/releases/v0.55.0/deeplabv3_plus_mobilenet-tflite-w8a8.zip) For more device-specific assets and performance metrics, visit **[DeepLabV3-Plus-MobileNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplabv3_plus_mobilenet)**. ### Option 2: Export with Custom Configurations Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/main/src/qai_hub_models/models/deeplabv3_plus_mobilenet) Python library to compile and export the model with your own: - Custom weights (e.g., fine-tuned checkpoints) - Custom input shapes - Target device and runtime configurations This option is ideal if you need to customize the model beyond the default configuration provided here. See our repository for [DeepLabV3-Plus-MobileNet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/main/src/qai_hub_models/models/deeplabv3_plus_mobilenet) for usage instructions. ## Model Details **Model Type:** Model_use_case.semantic_segmentation **Model Stats:** - Model checkpoint: VOC2012 - Input resolution: 513x513 - Number of output classes: 21 - Number of parameters: 5.80M - Model size (float): 22.2 MB - Model size (w8a16): 6.67 MB ## Performance Summary | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit |---|---|---|---|---|---|--- | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.301 ms | 1 - 176 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® X2 Elite | 5.389 ms | 209 - 209 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® X Elite | 10.906 ms | 146 - 146 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 7.197 ms | 4 - 214 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 10.352 ms | 0 - 44 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 5.893 ms | 1 - 170 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS9075 | 18.037 ms | 3 - 48 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS8750 | 5.893 ms | 1 - 170 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | float | Qualcomm® QCS7181 | 10.906 ms | 146 - 146 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.948 ms | 0 - 213 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® X2 Elite | 3.689 ms | 211 - 211 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® X Elite | 7.418 ms | 180 - 180 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.074 ms | 2 - 223 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS6490 | 1218.715 ms | 89 - 93 MB | CPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.043 ms | 0 - 40 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 577.148 ms | 92 - 100 MB | CPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.913 ms | 0 - 186 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCM6690 | 593.153 ms | 87 - 95 MB | CPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS9075 | 8.512 ms | 0 - 50 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS7790 | 577.148 ms | 92 - 100 MB | CPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS8750 | 3.913 ms | 0 - 186 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a16 | Qualcomm® QCS7181 | 7.418 ms | 180 - 180 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.458 ms | 0 - 181 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® X2 Elite | 1.659 ms | 211 - 211 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® X Elite | 3.673 ms | 181 - 181 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.375 ms | 0 - 203 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 3.541 ms | 0 - 124 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS9075 | 4.276 ms | 0 - 51 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.888 ms | 0 - 180 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS8750 | 1.888 ms | 0 - 180 MB | NPU | DeepLabV3-Plus-MobileNet | ONNX | w8a8 | Qualcomm® QCS7181 | 3.673 ms | 181 - 181 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.306 ms | 3 - 184 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® X2 Elite | 5.575 ms | 3 - 3 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® X Elite | 12.367 ms | 3 - 3 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 8.084 ms | 3 - 211 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8275 | 58.614 ms | 2 - 167 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 11.664 ms | 3 - 5 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8775P | 17.503 ms | 1 - 169 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8650P | 17.503 ms | 1 - 169 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8255P | 17.503 ms | 1 - 169 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.287 ms | 0 - 175 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 19.821 ms | 3 - 209 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA7255P | 58.614 ms | 2 - 167 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS9075 | 20.234 ms | 3 - 8 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® SA8295P | 19.572 ms | 3 - 172 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS8750 | 6.287 ms | 0 - 175 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | float | Qualcomm® QCS7181 | 12.367 ms | 3 - 3 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.073 ms | 2 - 197 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 4.318 ms | 2 - 2 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® X Elite | 9.147 ms | 2 - 2 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.125 ms | 0 - 213 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 33.602 ms | 1 - 4 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 21.977 ms | 2 - 182 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 8.437 ms | 2 - 4 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 8.923 ms | 2 - 183 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8650P | 8.923 ms | 2 - 183 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8255P | 8.923 ms | 2 - 183 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 11.987 ms | 2 - 180 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.374 ms | 2 - 181 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 106.645 ms | 2 - 234 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 21.977 ms | 2 - 182 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 13.706 ms | 2 - 197 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 9.713 ms | 1 - 4 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 12.085 ms | 2 - 214 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 11.987 ms | 2 - 180 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 4.374 ms | 2 - 181 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 9.147 ms | 2 - 2 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.615 ms | 0 - 175 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.11 ms | 1 - 1 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.668 ms | 1 - 1 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.905 ms | 0 - 193 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 15.867 ms | 1 - 3 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 10.79 ms | 1 - 169 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.173 ms | 1 - 3 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.713 ms | 1 - 171 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 4.713 ms | 1 - 171 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 4.713 ms | 1 - 171 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 5.123 ms | 0 - 3 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 6.638 ms | 1 - 196 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.286 ms | 1 - 176 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.184 ms | 1 - 173 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 49.045 ms | 1 - 200 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 6.411 ms | 1 - 168 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.79 ms | 1 - 169 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 6.286 ms | 1 - 176 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 2.184 ms | 1 - 173 MB | NPU | DeepLabV3-Plus-MobileNet | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 4.668 ms | 1 - 1 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.314 ms | 0 - 183 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 8.089 ms | 0 - 217 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8275 | 58.657 ms | 0 - 169 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 11.51 ms | 0 - 3 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8775P | 17.574 ms | 0 - 171 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8650P | 17.574 ms | 0 - 171 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8255P | 17.574 ms | 0 - 171 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 6.29 ms | 0 - 176 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 19.81 ms | 1 - 210 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA7255P | 58.657 ms | 0 - 169 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS9075 | 19.569 ms | 0 - 18 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® SA8295P | 19.599 ms | 0 - 169 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | float | Qualcomm® QCS8750 | 6.29 ms | 0 - 176 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.584 ms | 0 - 183 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.939 ms | 0 - 204 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 15.848 ms | 0 - 11 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8275 | 10.806 ms | 0 - 174 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 4.366 ms | 0 - 2 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8775P | 4.611 ms | 0 - 176 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8650P | 4.611 ms | 0 - 176 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8255P | 4.611 ms | 0 - 176 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 5.247 ms | 0 - 10 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 5.702 ms | 0 - 200 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.361 ms | 0 - 177 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.084 ms | 0 - 174 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 54.262 ms | 0 - 196 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA8295P | 6.242 ms | 0 - 172 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® SA7255P | 10.806 ms | 0 - 174 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS7790 | 6.361 ms | 0 - 177 MB | NPU | DeepLabV3-Plus-MobileNet | TFLITE | w8a8 | Qualcomm® QCS8750 | 2.084 ms | 0 - 174 MB | NPU ## License * The license for the original implementation of DeepLabV3-Plus-MobileNet can be found [here](https://github.com/jfzhang95/pytorch-deeplab-xception/blob/master/LICENSE). ## References * [Rethinking Atrous Convolution for Semantic Image Segmentation](https://arxiv.org/abs/1706.05587) * [Source Model Implementation](https://github.com/jfzhang95/pytorch-deeplab-xception) ## Community * Join [our AI Hub Slack community](https://aihub.qualcomm.com/community/slack) to collaborate, post questions and learn more about on-device AI. * For questions or feedback please [reach out to us](mailto:ai-hub-support@qti.qualcomm.com).