Qualcomm® Innovators Development Kit (QIDK) provides sample applications to demonstrate the capability of Hardware Accelerators for AI, and Software AI stack.
This repository contains sample android applications, which are designed to use components from the following products:
- Qualcomm® Neural Processing SDK for AI Also referred to as SNPE
- Qualcomm® AI Engine Direct SDK Also referred to as QNN
- AI Model Efficiency Tool Kit (AIMET)
- AIMET Model Zoo
This Repository is divided into following categories
Contain examples to use features of above SDKs
| Type | SDK | Details | Link |
|---|---|---|---|
| Model | QNN - 2.10.40.4 | Model - EnhancementGAN | ReadMe |
| Model | QNN - 2.10.40.4 | Model - SESR | ReadMe |
Contains examples for :
- Using models, that are not directly supported with AI SDK
- Debug Quantizatin accuracy loss
| Type | SDK | Details | Link |
|---|---|---|---|
| Model Conversion Guide | SNPE-2.12 | Model-Accuracy-Mixed-Precision | ReadMe |
| Model Conversion Guide | SNPE-2.12 | Model-Conversion-Layer-Replacement | ReadMe |
| Model Conversion Guide | SNPE-2.12 | Model-Conversion-UDO-SELU | ReadMe |
Contain end-to-end ready-to-run solutions
| Type | Solution | SDK | API | Model | ReadMe | Demo |
|---|---|---|---|---|---|---|
| NLP | Question Answering | SNPE-2.7 | Native API | Electra-small | ReadMe | Demo |
| NLP | Sentiment Analysis | SNPE-2.7 | Native API | MobileBERT | ReadMe | Demo |
| Vision | Object Detection | SNPE-2.7 | Java API | Mobilenet SSD V2 | ReadMe | Demo |
| Vision | Object Detection YoloNAS | SNPE-2.12 | Native API | YoloNAS | ReadMe | Demo |
| Vision | Image Super Resolution | SNPE-2.7 | Java API | SESR XL | ReadMe | Demo |
| Vision | Image Enhancement | SNPE-2.7 | Java API | EnhancedGAN | ReadMe | Demo |
| Vision | Pose Estimation | SNPE-2-12 | Native API | YoloNAS + HRNet | ReadMe | Demo |
Contain tools to simplify workflow
| Tool | SDK | Details | Link |
|---|---|---|---|
| PySNPE | SNPE - 2.10 | Python Interface to 'Qualcomm Neural Processing SDK for AI' tools | ReadMe |
| snpe-docker | SNPE - 2.10 | Docker container for 'Qualcomm Neural Processing SDK for AI' | ReadMe |
Pls write to [email protected] for any questions/suggestions
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent
