fendouai / PyTorchDocs

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PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

pytorch pytorch-tutorial pytorch-gan pytorch-cnn pytorch-nlp

Updated Jan 15, 2020
Python

MIC-DKFZ / medicaldetectiontoolkit

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The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

deep-neural-networks deep-learning detection inference medical-imaging segmentation object-detection medical-image-computing semantic-segmentation 3d-models medical-image-processing mask-rcnn u-net medical-image-analysis 2d-3d pytorch-cnn retina-net 3d-object-detection pytorch-implementation pytorch-deeplearning retina-unet 3d-mask-rcnn

Updated Apr 30, 2020
Python

sovrasov / flops-counter.pytorch

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Flops counter for convolutional networks in pytorch framework

deep-neural-networks pytorch deeplearning pytorch-cnn pytorch-utils

Updated May 25, 2020
Python

kumar-shridhar / PyTorch-BayesianCNN

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

python pytorch bayesian-network image-recognition convolutional-neural-networks bayesian-inference bayes bayesian-networks variational-inference bayesian-statistics bayesian-neural-networks variational-bayes bayesian-deep-learning pytorch-cnn bayesian-convnets bayes-by-backprop aleatoric-uncertainties

Updated Jun 22, 2020
Python

benedekrozemberczki / MixHop-and-N-GCN

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An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

machine-learning deep-learning tensorflow pytorch deepwalk convolutional-layers convolutional-neural-networks ngcn convolutional gcn node2vec pytorch-cnn graph-attention-networks multi-scale graph-representation-learning walklet graph-convolution graph-attention walklets mixhop

Updated May 31, 2020
Python

skyduy / CNN_keras

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CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

machine-learning captcha cnn-keras multilabel-classification pytorch-cnn

Updated Nov 18, 2019
Python

MG2033 / MobileNet-V2

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A Complete and Simple Implementation of MobileNet-V2 in PyTorch

realtime pytorch classification convolutional-neural-networks mobilenets cnn-classification pytorch-cnn mobilenet2 mobilenetv2 mobilenet-v2

Updated Feb 3, 2018
Python

MIC-DKFZ / trixi

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Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

visualization experiment machine-learning deep-neural-networks deep-learning example logging deep-reinforcement-learning python3 pytorch segmentation python-3 deeplearning visdom u-net pytorch-cnn pytorch-visualization experiment-infrastructure visdom-logger trixi

Updated Jun 5, 2020
Python

MarkoArsenovic / DeepLearning_PlantDiseases

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Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

deep-learning pytorch occlusion cnn-classification pytorch-cnn pytorch-classification pytorch-transfer-learning pytorch-cnn-classification pytorch-models deep-learning-visualization pytorch-visualization deep-learning-cnn

Updated Dec 13, 2018
Python

bentrevett / pytorch-image-classification

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Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

tutorial cnn pytorch vgg lenet image-classification resnet alexnet convolutional-networks convolutional-neural-networks convolutional-neural-network pytorch-tutorial pytorch-tutorials pytorch-cnn pytorch-implmention torchvision pytorch-implementation

Updated Jun 2, 2020
Jupyter Notebook

cedrickchee / pytorch-android

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[EXPERIMENTAL] Demo of using PyTorch 1.0 inside an Android app. Test with your own deep neural network such as ResNet18/SqueezeNet/MobileNet v2 and a phone camera.

deep-learning deployment android-application squeezenet caffe2 pytorch-cnn onnx caffe2pytorch resnet18

Updated Oct 16, 2019
C++

buomsoo-kim / PyTorch-learners-tutorial

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PyTorch tutorial for learners

deep-neural-networks deep-learning cnn torch pytorch recurrent-neural-networks lstm rnn convolutional-neural-networks lstm-neural-networks multilayer-perceptron-network pytorch-tutorial pytorch-cnn pytorch-rnn

Updated Dec 10, 2019
Jupyter Notebook

svishnu88 / DLwithPyTorch

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Code to accompany my upcoming book "Deep learning with PyTorch Book " from Packt

python deep-learning pytorch pytorch-cnn pytorch-nlp

Updated Jun 9, 2019
Jupyter Notebook

wvinzh / WS_DAN_PyTorch

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PyTorch Implementation Of WS-DAN(See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification)

pytorch image-classification image-recognition fine-grained-classification pytorch-cnn fine-grained-visual-categorization

Updated Dec 11, 2019
Python

walsvid / CoordConv

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Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

computer-vision deep-learning pytorch convolution pytorch-cnn pytorch-implmention coordconv

Updated Feb 13, 2020
Jupyter Notebook

yafangy / Review_aspect_extraction

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CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

yelp-reviews stanford-pos-tagger nlp-machine-learning nlp-keywords-extraction glove-embeddings pytorch-cnn aspect-based-sentiment-analysis yelp-restaurants pytorch-nlp aspect-extraction

Updated Jul 12, 2019
Python

ice-tong / pytorch-captcha

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使用pytorch搭建cnn识别验证码

pytorch captcha-breaking pytorch-tutorial pytorch-cnn

Updated Mar 14, 2020
Python

hellloxiaotian / CFSRCNN

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Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2020)

deep-neural-networks deep-learning image-processing cnn pytorch high-resolution python2 python27 super-resolution deep-networks pytorch-cnn low-resolution low-level-vision cascaded-refinement-networks cnn-pytorch

Updated Jun 23, 2020

Niranjankumar-c / DeepLearning-PadhAI

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All the code files related to the deep learning course from PadhAI

python weight-initialization lstm-neural-networks he-initializer xavier-initializer pytorch-tutorials cnn-classification pytorch-cnn activation-functions

Updated Apr 13, 2020
Jupyter Notebook

deepsense-ai / Keras-PyTorch-AvP-transfer-learning

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We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!