# ai-hub-apps

**Repository Path**: cy1227/ai-hub-apps

## Basic Information

- **Project Name**: ai-hub-apps
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: BSD-3-Clause
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-11-17
- **Last Updated**: 2025-11-17

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Qualcomm® AI Hub Apps

The Qualcomm® AI Hub Apps are a collection of sample apps and tutorials to help deploy machine learning models on Qualcomm® devices.

Each app is designed to work with one or more models from [Qualcomm® AI Hub Models](https://aihub.qualcomm.com/).

With this repository, you can...
* Explore apps optimized for on-device deployment of various machine learning tasks.
* View open-source app recipes for running [Qualcomm® AI Hub Models](https://aihub.qualcomm.com/) on local devices.
* Find tutorials for end-to-end workflows

## Overview

### Supported runtimes
* [TensorFlow Lite](https://www.tensorflow.org/lite)
* [ONNX](https://onnxruntime.ai/)
* Genie SDK (Generative AI runtime on top of [Qualcomm® AI Engine Direct SDK](https://www.qualcomm.com/developer/software/qualcomm-ai-engine-direct-sdk))

### Supported Deployment Targets
* Android 11 Red Velvet Cake & Newer, API v30+
* Windows 11

### Supported compute units
* CPU, GPU, NPU (includes [hexagon HTP](https://developer.qualcomm.com/hardware/qualcomm-innovators-development-kit/ai-resources-overview/ai-hardware-cores-accelerators))

### Chipsets supported for NPU Acceleration
* [Snapdragon 8 Elite](https://www.qualcomm.com/products/mobile/snapdragon/smartphones/snapdragon-8-series-mobile-platforms/snapdragon-8-elite-mobile-platform)
* [Snapdragon 8 Gen 3](https://www.qualcomm.com/products/mobile/snapdragon/smartphones/snapdragon-8-series-mobile-platforms/snapdragon-8-gen-3-mobile-platform)
* [Snapdragon 8 Gen 2](https://www.qualcomm.com/products/mobile/snapdragon/smartphones/snapdragon-8-series-mobile-platforms/snapdragon-8-gen-2-mobile-platform)
* [Snapdragon 8 Gen 1](https://www.qualcomm.com/products/mobile/snapdragon/smartphones/snapdragon-8-series-mobile-platforms/snapdragon-8-gen-1-mobile-platform)
* [Snapdragon 888/888+](https://www.qualcomm.com/products/mobile/snapdragon/smartphones/snapdragon-8-series-mobile-platforms/snapdragon-888-5g-mobile-platform)
* ... and all other [Snapdragon® chipsets supported by the QAIRT SDK](https://docs.qualcomm.com/bundle/publicresource/topics/80-63442-50/overview.html#supported-snapdragon-devices)

_Weight and activation type required for NPU Acceleration:_
* Floating Point: FP16 (All Snapdragon® chipsets with Hexagon® Architecture v69 or newer)
* Integer : INT8 (All Snapdragon® chipsets)

__NOTE: These apps will run without NPU acceleration on non-Snapdragon® chipsets.__

## Getting Started with Apps

1. Search for your desired OS & app in [this folder](apps), or in the [app directory](#app-directory) at the bottom of this file.

2. The README of the selected app will contain build & installation instructions.

## _Android_ App Directory

| Task | Language | Inference API | Special Tags |
| -- | -- | -- | -- |
| [ChatApp](apps/android/ChatApp) | Java/C++ | Genie SDK | LLM, GenAI |
| [Image Classification](apps/android/ImageClassification) | Java | TensorFlow Lite |
| [Semantic Segmentation](apps/android/SemanticSegmentation) |  Java | TensorFlow Lite | OpenCV, Live Camera Feed |
| [Super Resolution](apps/android/SuperResolution) | Java | TensorFlow Lite |
| [WhisperKit (Speech to Text)](https://github.com/argmaxinc/WhisperKitAndroid) | Various | TensorFlow Lite |

## _Windows_ App Directory

| Task | Language | Inference API | Special Tags |
| -- | -- | -- | -- |
| [ChatApp](apps/windows/cpp/ChatApp) | C++ | Genie SDK | LLM, GenAI |
| [Image Classification](apps/windows/cpp/Classification) | C++ | ONNX | OpenCV |
| [Object Detection](apps/windows/cpp/ObjectDetection) | C++ | ONNX | OpenCV |
| [Super Resolution](apps/windows/cpp/SuperResolution) | C++ | ONNX | OpenCV |
| [Whisper Speech-to-Text](apps/windows/python/Whisper) | Python | ONNX |

## _Tutorials_ Directory

| Tutorial | Topic |
| --- | --- |
| [LLM on-device deployment](tutorials/llm_on_genie) | Exporting and deploying Large Language Model (LLM) using Genie SDK |

## LICENSE

Qualcomm® AI Hub Apps is licensed under BSD-3. See the [LICENSE file](../LICENSE).