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caffe-int8-convert-tools

Generate a quantization parameter file for ncnn framework int8 inference

channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

code

各种有趣的小玩意儿

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

darknet

Convolutional Neural Networks

easyquant

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

haoel.github.io

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

python

All Algorithms implemented in Python

qwidgetdemo

Qt编写的一些开源的demo，预计会有100多个，一直持续更新完善，代码简洁易懂注释详细，每个都是独立项目，非常适合初学者，代码随意传播使用，拒绝打赏和捐赠，欢迎留言评论！

simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

ssd-variants

PyTorch implementation of several SSD based object detection algorithms.

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

ssds.pytorch

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

tensorboard-pytorch

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

tensorrt_tutorial

yolov3-model-pruning

对 YOLOv3 做模型剪枝（network slimming），对于 oxford hand 数据集（因项目需要），模型剪枝后的参数量减少 80%，Infer 的速度达到原来 2 倍，mAP 基本不变

yolov3-network-slimming

yolov3 network slimming剪枝的一种实现