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products:sbc:vim3:npu:start [2022/09/28 08:52]
nick
products:sbc:vim3:npu:start [2025/04/23 06:39] (current)
nick
Line 1: Line 1:
 +~~tag>VIM3 VIM3L NPU OpenCV~~
 +
 {{indexmenu_n>35}} {{indexmenu_n>35}}
  
 +====== VIM3/3L NPU Notes ======
  
-====== VIM3/3L NPU ======+There are four ways to use the NPU on [[/VIM3]]: 
 +  - The native [[#c-api|C++ API]]. 
 +  - The [[#python-api|Python API]] was officially developed by [[https://khadas.com|Khadas]] and based on [[#c-api|C++ API]]. 
 +  - The [[#tflite-delegate| TFLite Delegate]] is officially maintained by [[https://github.com/VeriSilicon/tflite-vx-delegate| Verisilicon]] 
 +  - The [[#opencv-dnn|OpenCV DNN]] is officially maintained by [[https://opencv.org/?s=vim3|OpenCV]].
  
 +==== C++ API ====
 +
 +  - [[npu-sdk|NPU SDK Usage]]
 +  - [[npu-prebuilt-demo-usage|NPU Prebuilt Demo Usage]]
 +  - [[npu-app|Application Source Code]]
 +  - [[npu-performance|NPU Performance Analysis]]
 +
 +==== C++ Demo Lite ====
 +
 +  - [[./vim3_demo_lite/yolov7-tiny]]
 +  - [[./vim3_demo_lite/yolov8n]]
 +  - [[./vim3_demo_lite/densenet]]
 +  - [[./vim3_demo_lite/retinaface]]
 +
 +==== Python API ====
 +
 +  - [[./ksnn/ksnn-usage|KSNN Usage]]
 +  - [[./ksnn/ksnn-api|KSNN API Documentation]]
 +  - [[./ksnn/ksnn-convert|Instructions for KSNN conversion tool]]
 +  - [[./ksnn/demos:|KSNN NPU Demos]]
 +    - [[./ksnn/demos/yolov7_tiny|YOLOv7-tiny KSNN Demo - 1]]
 +    - [[./ksnn/demos/yolov8n|YOLOv8n KSNN Demo - 2]]
 +  -  [[./ksnn/demos/example:|KSNN Example by users]]
 +    - [[./ksnn/demos/example/1|Example.1 - YOLOv8n KSNN Demo]]
 +
 +==== NPU TFLite Delegate ====
 +  - [[./vx-tflite|NPU TFLite Delegate Usage]]
 +
 +==== OpenCV DNN ====
 +  - [[./opencv-dnn|OpenCV DNN Usage]]
 +
 +==== RTSP ====
 +
 +  - [[products:sbc:vim3:applications:object-detection-demo-with-rtsp]]
 +
 +/*
 {{indexmenu>. | nsort msort tsort}} {{indexmenu>. | nsort msort tsort}}
 +*/
 +
 +==== Android JNI ====
 +  - [[./npu-jni|Android NPU JNI]]
 +
 +
 +==== VIM3 MainLine with open source npu driver ====
 +  - [[./vim3_mainline|VIM3 MainLine Usage]]
 +
 +==== Convert ONNX ====
 +  - [[./convert-onnx|Convert Your Model to ONNX]]
Last modified: 2022/09/28 08:52 by nick