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Peng.Zhou's Projects

apollo icon apollo

An open autonomous driving platform

as icon as

automotive software(OSEK & AUTOSAR) and its tool-chain

camelyon icon camelyon

The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.

deep-learning icon deep-learning

personal practice(个人练习,实现了深度学习中的一些算法,包括:四种初始化方法(zero initialize, random initialize, xavier initialize, he initialize),深度神经网络,正则化,dropout, 三种梯度下降方法(BGD, SGD, mini-batch),六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam),梯度检验、batch normalization)、RNN

deeplearning icon deeplearning

这个文档上传的是数字手写识别的tensorflow版本,其中有神经网络实现和卷积神经网络实现的,目的是对比

deeplearning.ai icon deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deeplearning_zp icon deeplearning_zp

这是我建立的自己搭建目标检测+跟踪+分割+基础网络的仓库

faster-rcnn icon faster-rcnn

This repo fllow by https://github.com/bubbliiiing/faster-rcnn-pytorch, I make it easy to study.

faster-rcnn-pytorch icon faster-rcnn-pytorch

这是一个faster-rcnn的pytorch实现的库,可以利用voc数据集格式的数据进行训练。

keras-signs-resnet icon keras-signs-resnet

An algorithm that facilitates communication between a speech-impaired person and someone who doesn't understand sign language using Residual networks

mask_rcnn icon mask_rcnn

this file can make you copy the mask png from the json file to cv2_mask

mask_rcnn-1 icon mask_rcnn-1

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models icon models

Models and examples built with TensorFlow

paddleclas icon paddleclas

A treasure chest for image classification powered by PaddlePaddle

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