Solutions and Sample Apps

The following solutions were designed to demonstrate the capability of the development kit. Solutions are hosted on GitHub repository here.

This repository contains sample android applications, which are designed to use components from the following products

  1. Qualcomm Neural Processing SDK
  2. AI Model Efficiency Tool Kit (AIMET)
  3. AIMET Model Zoo

Solutions in this repository are divided into two categories:

  1. NLP Solutions
    • NLP Solution-1 : On device Question Answering
    • NLP Solution-2 : On device Sentiment Analysis
  2. Vision Solutions
    • Vision Solution-1 : Object Detection with live camera preview
    • Vision Solution-2 : Image Super Resolution
    • Vision Solution-3 : Image Enhancement
Question AnsweringElectra-smallReadMe
Sentiment AnalysisMobileBERTReadMe
Object DetectionMobilenet SSD V2ReadMe
Image Super ResolutionSESR XLReadMe
Image EnhancementEnhancedGANReadMe

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.

Qualcomm Neural Processing SDK, and Qualcomm Innovators Development Kit are products of Qualcomm Technologies, Inc. and/or its subsidiaries. AIMET and AIMET Model Zoo are products of Qualcomm Innovation Center, Inc.