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amwons's Projects

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

pkuseg-python icon pkuseg-python

python版本:高准确度中文分词工具,简单易用,跟现有开源工具相比大幅提高了分词的准确率。

pl4nn-ssim-loss icon pl4nn-ssim-loss

Perceptual Losses for Neural Networks: Caffe implementation of loss layers based on perceptual image quality metrics.

predictive-filter-flow icon predictive-filter-flow

self-supervised training an interpretable model for image reconstruction involving spatially-varying deconvolution, applicable for various low-level vision tasks

prml icon prml

PRML algorithms implemented in Python

pulmonary-nodules-maskrcnn icon pulmonary-nodules-maskrcnn

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛:Mask R-CNN肺部结节智能检测(Segmentation + Classification)

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

pycocotools-window icon pycocotools-window

Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows/change object's id to string build and python3

pytext icon pytext

A natural language modeling framework based on PyTorch

pytorch-bayesiancnn icon pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

pytorch-capsnet icon pytorch-capsnet

A PyTorch implementation of CapsNet based on NIPS2017 paper "Dynamic Routing Between Capsules"

pytorch-examples icon pytorch-examples

官方提供的Pytorch实例源码.A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch-fcn icon pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks, including copy params from pre-trained vgg

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-maml icon pytorch-maml

PyTorch for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks".

pytorch-playground icon pytorch-playground

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

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