v0.49.1
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 for changelog.
README.md
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InternImage employs DCNv3 as its core operator to equips the model with dynamic and effective receptive fields required for downstream tasks like object detection and segmentation, while enabling adaptive spatial aggregation.
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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/
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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.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| PRECOMPILED_QNN_ONNX | float | Snapdragon®
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| PRECOMPILED_QNN_ONNX | float | Snapdragon®
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| PRECOMPILED_QNN_ONNX | float | Snapdragon®
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| PRECOMPILED_QNN_ONNX | float |
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| PRECOMPILED_QNN_ONNX | float |
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a8 |
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| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm®
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| PRECOMPILED_QNN_ONNX | w8a8 |
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCM6690 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | float | Snapdragon®
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| QNN_CONTEXT_BINARY | float | Snapdragon®
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| QNN_CONTEXT_BINARY | float | Snapdragon®
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float | Qualcomm®
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon®
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon®
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm®
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm®
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon®
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon®
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCM6690 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.
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For more device-specific assets and performance metrics, visit **[InternImage on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/internimage)**.
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### Option 2: Export with Custom Configurations
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Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/
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- Custom weights (e.g., fine-tuned checkpoints)
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- Custom input shapes
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- Target device and runtime configurations
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This option is ideal if you need to customize the model beyond the default configuration provided here.
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See our repository for [InternImage on GitHub](https://github.com/qualcomm/ai-hub-models/
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## Model Details
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon®
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon®
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon®
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| InternImage | PRECOMPILED_QNN_ONNX | float |
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| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm®
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| InternImage | PRECOMPILED_QNN_ONNX | float |
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon®
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon®
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon®
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| InternImage | QNN_CONTEXT_BINARY | float |
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm®
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm®
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm®
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| InternImage | QNN_CONTEXT_BINARY | float |
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite
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## License
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* The license for the original implementation of InternImage can be found
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InternImage employs DCNv3 as its core operator to equips the model with dynamic and effective receptive fields required for downstream tasks like object detection and segmentation, while enabling adaptive spatial aggregation.
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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/tree/v0.49.1/qai_hub_models/models/internimage) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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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.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_8_elite_gen5.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS6490 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_qcs6490.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_snapdragon_7gen4.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCM6690 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_qcm6690.zip)
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| PRECOMPILED_QNN_ONNX | w8a8 | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-precompiled_qnn_onnx-w8a8-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_sa7255p.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_sa8295p.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_8_elite_gen5.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_x_elite.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS6490 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_qcs6490.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_qcs8550_proxy.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_snapdragon_7gen4.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_sa7255p.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_sa8295p.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCM6690 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_qcm6690.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | w8a8 | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/internimage/releases/v0.49.1/internimage-qnn_context_binary-w8a8-qualcomm_qcs8450_proxy.zip)
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For more device-specific assets and performance metrics, visit **[InternImage on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/internimage)**.
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### Option 2: Export with Custom Configurations
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Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/internimage) Python library to compile and export the model with your own:
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- Custom weights (e.g., fine-tuned checkpoints)
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- Custom input shapes
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- Target device and runtime configurations
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This option is ideal if you need to customize the model beyond the default configuration provided here.
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+
See our repository for [InternImage on GitHub](https://github.com/qualcomm/ai-hub-models/tree/v0.49.1/qai_hub_models/models/internimage) for usage instructions.
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## Model Details
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.914 ms | 1 - 11 MB | NPU
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 20.716 ms | 66 - 66 MB | NPU
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| 102 |
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 52.11 ms | 66 - 66 MB | NPU
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 35.042 ms | 1 - 8 MB | NPU
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| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 49.971 ms | 0 - 81 MB | NPU
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| InternImage | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 51.979 ms | 0 - 4 MB | NPU
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| InternImage | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.49 ms | 1 - 9 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.36 ms | 1 - 10 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 21.446 ms | 1 - 1 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 53.328 ms | 1 - 1 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 36.225 ms | 1 - 8 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 98.738 ms | 1 - 8 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 51.202 ms | 1 - 3 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 52.724 ms | 1 - 3 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 59.966 ms | 1 - 9 MB | NPU
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| InternImage | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.782 ms | 1 - 9 MB | NPU
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## License
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* The license for the original implementation of InternImage can be found
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