# Solutions and sample applications

Source: [https://docs.qualcomm.com/doc/80-63195-1/topic/Solutions-and-sample-apps.html](https://docs.qualcomm.com/doc/80-63195-1/topic/Solutions-and-sample-apps.html)

Solutions designed to demonstrate the capability of the development kit are hosted on
      [github](https://github.com/quic/qidk).

This repository contains sample Android applications, which are designed to use components from the following products:
      
- [Qualcomm
            Neural Processing SDK](https://developer.qualcomm.com/software/qualcomm-neural-processing-sdk)
- [AI Model Efficiency Tool Kit (AIMET)](https://github.com/quic/aimet)
- [AIMET Model Zoo](https://github.com/quic/aimet-model-zoo)

Solutions in this repository are divided into two categories:
- NLP solutions
    - NLP Solution-1 : On device Question Answering
    - NLP Solution-2 : On device Sentiment Analysis
- Vision
    - Vision Solution-1 : Object Detection with live camera preview
    - Vision Solution-2 : Image Super Resolution
    - Vision Solution-3 : Image Enhancement

| Solution | Model | ReadMe |
| --- | --- | --- |
| Question Answering | Electra-small | [NLPSolution1-QuestionAnswering](https://github.com/quic/QIDK/blob/master/NLPSolution1-QuestionAnswering/README.md) |
| Sentiment Analysis | MobileBERT | [NLPSolution2-SentimentAnalysis](https://github.com/quic/QIDK/blob/master/NLPSolution2-SentimentAnalysis/README.md) |
| Object Detection | Mobilenet SSD V2 | [VisionSolution1-ObjectDetection](https://github.com/quic/QIDK/blob/master/VisionSolution1-ObjectDetection/README.md) |
| Image Super Resolution | SESR XL | [VisionSolution2-ImageSuperResolution](https://github.com/quic/QIDK/blob/master/VisionSolution2-ImageSuperResolution/README.md) |
| Image Enhancement | EnhancedGAN | [VisionSolution3-ImageEnhancement](https://github.com/quic/QIDK/blob/master/VisionSolution3-ImageEnhancement/README.md) |

Steps to build and deploy a solution APK are given in detail for each solution in the following sections, and in their respective readme files in GitHub repository.

**Parent Topic:** [Qualcomm Neural Processing SDK for AI](https://docs.qualcomm.com/doc/80-63195-1/topic/Qualcomm-Neural-Processing-SDK-for-AI.html)

Last Published: May 16, 2024

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