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Linpeng Peng's Projects

pointnet.pytorch icon pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

project_ifac_2020 icon project_ifac_2020

Repository dedicated to the implementation of Adaptive Artificial Potential Fields by Zhang (2017) for the UR5 robotic manipulator in ROS. A new method for controlling UR5 orientation using Artificial Potential Field is proposed.

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

python icon python

All Algorithms implemented in Python

python-1 icon python-1

《笨方法学 Python》(Learn Python the Hard Way)学习笔记

pytorch icon pytorch

我自己练习pytorch实现一些网络

pytorch-arda icon pytorch-arda

A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-cv icon pytorch-cv

Repo for Image Classification, Object Detection, Segmentation & Pose Estimation.

pytorch-playground icon pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch_image_classifier icon pytorch_image_classifier

Minimal But Practical Image Classifier Pipline Using Pytorch, Finetune on ResNet18, Got 99% Accuracy on Own Small Datasets.

pytorchtext icon pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

r2cnn_head_fpn_tensorflow icon r2cnn_head_fpn_tensorflow

Position Detection and Direction Prediction for Arbitrary-Oriented Ships via Multiscale Rotation Region Convolutional Neural Network

resnet-18-tensorflow icon resnet-18-tensorflow

ResNet-18 TensorFlow Implementation including conversion of torch .t7 weights into tensorflow ckpt

resnet-cppn-gan-tensorflow icon resnet-cppn-gan-tensorflow

Using Residual Generative Adversarial Networks and Variational Auto-encoder techniques to produce high resolution images.

resnet-in-tensorflow icon resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

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