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Section II introduction to yolov3 tiny and Darknet

2022-04-21 23:14:00 【DSZS123】

This part is Ruixin microchip NPU Part of the development record . Including servers （PC） End model training 、 Model transformation and Ruixin micro interface call rknn Model , Realize the target detection task .

This section uses yolov3 The algorithm trains its own data set , And deployed to Ruixin micro rk3568 Development board . So that readers can realize , Use Ruixin micro development board to detect your own target image .

First of all, I will introduce some concepts ：1、 Algorithmic network 2、 Deep learning framework 3、 Model file

One 、 Deep learning framework ：

Gradient calculation is needed for model training 、 A large number of matrix operations such as convolution calculation . Deep learning framework is to facilitate developers to realize this function , Let an ordinary developer easily realize the deep learning task . At present, the well-known deep learning framework is ：PaddlePaddle、Tensorflow、

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