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140 search results found
Pytorch Cifar100
⭐
3,687
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
Pytorch Networks
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1,740
Pytorch implementation of cnn network
Tensorflow2.0 Examples
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1,692
🙄 Difficult algorithm, Simple code.
Cnnimageretrieval Pytorch
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1,174
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
Wide Residual Networks
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1,064
3.8% and 18.3% on CIFAR-10 and CIFAR-100
Tools To Design Or Visualize Architecture Of Neural Network
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1,017
Tools to Design or Visualize Architecture of Neural Network
Resnet 1k Layers
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740
Deep Residual Networks with 1K Layers
Slimmable_networks
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623
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
Diracnets
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582
Training Very Deep Neural Networks Without Skip-Connections
Cifar Zoo
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575
PyTorch implementation of CNNs for CIFAR benchmark
Eeg Dl
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563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Network Slimming
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499
Network Slimming (Pytorch) (ICCV 2017)
Invertible Resnet
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448
Official Code for Invertible Residual Networks
Basic_cnns_tensorflow2
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443
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Pyvideoresearch
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435
A repository of common methods, datasets, and tasks for video research
Awesome Very Deep Learning
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427
♾A curated list of papers and code about very deep neural networks
Pspnet Pytorch
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377
PyTorch implementation of PSPNet segmentation network
Deepxi
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367
Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.
Pywick
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361
High-level batteries-included neural network training library for Pytorch
Machine Learning Is All You Need
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337
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Pseudo 3d Residual Networks
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329
Pseudo-3D Convolutional Residual Networks for Video Representation Learning
Rezero
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326
Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"
Glasses
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311
High-quality Neural Networks for Computer Vision 😎
Convnet.pytorch
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279
ConvNet training using pytorch
Keras Resnet
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273
Keras package for deep residual networks
Ai_papers
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254
AI Papers
Fusenet
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233
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
Srn
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228
Selective Refinement Network for High Performance Face Detection, AAAI, 2019
Pyramidnet Pytorch
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215
A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
Wideresnet Pytorch
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206
Wide Residual Networks (WideResNets) in PyTorch
Efficient Neural Network Bilibili
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158
B站Efficient-Neural-Network学习分享的配套代码
Iresnet
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157
Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
Gate Decorator Pruning
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156
Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
Nn_calibration
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133
Calibration of Convolutional Neural Networks
Fashionai_keypoint_detection_challenge_keras
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129
Code for TianChi 2018 FashionAI Cloth KeyPoint Detection Challenge
Pyramidnet
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121
Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).
Hwgq
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117
Caffe implementation of accurate low-precision neural networks
Meal
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115
Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019
Pose Sensitive Embedding
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111
Pose Sensitive Embedding for Person Re-Identification (PSE)
Interleavedgroupconvolutions
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109
Inflated_convnets_pytorch
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98
Inflate DenseNet and ResNet as per I3D with ImageNet weight transfer
Shapetexturedebiasedtraining
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85
Code and models for the paper Shape-Texture Debiased Neural Network Training (ICLR 2021)
Gconv_experiments
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84
Experiments with Group Equivariant Convolutional Networks
Simplenet
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83
This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )
Integrated Gradient Pytorch
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80
This is the pytorch implementation of the paper - Axiomatic Attribution for Deep Networks.
Pytorch_pose_proposal_networks
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78
Pytorch implementation of pose proposal networks
Identity Mapping Resnet Lasagne
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73
Reproduction of some of the results from 'Identity Mappings in Deep Residual Networks'
Resnet Generator
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72
Generate Caffe Prototxt for Deep Residual Learning Network
Fake Face Images Detection Tensorflow
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71
Learning to detect fake face images in the wild. We use a deep fully convolutional network based on Siamese network and contrastive loss.
Stochastic Quantization
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67
Training Low-bits DNNs with Stochastic Quantization
Yolo_resnet
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65
Implementing YOLO using ResNet as the feature extraction network
Carnd Transfer Learning Lab
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64
Simpnet
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64
SimpNet Paper Files (Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet)
Side Tuning
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58
sidetuning.berkeley.edu
Danbooru Pretrained
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55
Pretrained pytorch models for the Danbooru2018 dataset
Resnest Tf2
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50
TensorFlow implementation of "ResNeSt: Split-Attention Networks"
Caffe_toolkit
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48
Caffe toolkit, including installing Caffe, creating various networks.
Deep Ranking
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47
Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same
Going Deeper With Convolutional Neural Network For Stock Market Prediction
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46
Repository for Going Deeper with Convolutional Neural Network for Stock Market Prediction
Se Net Cifar
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45
SE-Net Incorporates with ResNet and WideResnet on CIFAR-10/100 Dataset.
Group_sparsity
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45
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.
Rt Cnn Vis
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44
A Platform for Real Time CNN Visualization
Chainer Resdrop
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40
Deep Networks with Stochastic Depth implementation by Chainer
Fine_grained_classification
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39
Pytorch Nn Practice
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33
💩 My pytorch neural network practice repo
Sharesnet
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32
ShaResNet: reducing residual network parameter number by sharing weights
Remote Sensing Image Semantic Segmentation Tf2
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29
The remote sensing image semantic segmentation repository based on tf.keras includes backbone networks such as resnet, densenet, mobilenet, and segmentation networks such as deeplabv3+, pspnet, panet, and refinenet.
Adabatch
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27
AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks
Awesome_cnn
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26
A collection of CNN structures, contains PyTorch Implementation and Netscope Visualization.
Pyramidnet Caffe
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25
Caffe implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).
Multi Resnet
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24
Multi-Residual Networks
Tensorflow_speech_recognition_challenge
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22
Implemented 3 neural network architectures: 1) Combination of RNN LSTM nodes and CNN, 2) CNN with residual blocks similar to ResNet, 3) Deep RNN LSTM network; and compared their performance to detect 12 speech commands.
Nasty Teacher
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22
[ICLR 2021 Spotlight Oral] "Undistillable: Making A Nasty Teacher That CANNOT teach students", Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang
A New Scale Aware Loss
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22
inspared by 《Scale-Aware Trident Networks for Object Detection》
Tf_semanticsegmentation
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22
Semantic image segmentation network with pyramid atrous convolution and boundary-aware loss for Tensorflow.
Deep Residual Network For Mxnet
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22
a Deep Residual Network Example for MXNet on cifar10 dataset
Resnet
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22
An implementation of the original "ResNet" paper in Pytorch
Tensormonk
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20
A collection of deep learning models (PyTorch implemtation)
Residual Of Residual Networks
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20
Residual Network of Residual Networks in Keras
Class Activation Mappings
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20
Visualizing where the Convolution Network is looking through CAM.
Variants Resnet Prototxt Caffe
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19
Create prototxt for variants of ResNet (including training and test)
Deeplego
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19
A set of configurable state-of-the-art Semantic Segmentation Networks, including ResNet, Dilated ResNet, DeepLabv3, DeepLabv3+, Large Kernel Matters, Vortex Pooling, HDC etc.
Covid 19 Chest X Ray Infection Classification
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19
Chest-X-Ray-COVID-19-Detection using Monk AI
Deep Learning For Contact_map_v2
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19
Prediction of protein contact map
Pruningneuralnetworks
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18
This repository provides the implementation of the method proposed in our paper "Pruning Deep Neural Networks using Partial Least Squares"
Tankbuster
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18
An image classifier trained to detect Soviet/Russian military vehicles
Cardrivingresnet
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17
Browser game where a vehicle is driven through the camera using the ResNet model (Residual Network) to estimate the position of the hands.
Edmips
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17
PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf
Coursera Ng Convolutional Neural Networks
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17
Sample Weighting Network
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17
Implementation of 'Learning a Unified Sample Weighting Network for Object Detection' [CVPR 2020]
Idiap Tutorials
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16
Gan Weightnorm Resnet
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16
Generative Adversarial Network with Weight Normalization + ResNet
Zaloailandmark
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16
Public source code of top5 ZaloAI LandMark challenge.
Resnet Pytorch Cifar10
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16
PyTorch implementation of residual networks trained on CIFAR-10 dataset
Deepnetmodel
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16
记录每一个常用的深度模型结构的特点(图和代码)
Dlib To Tf Keras Converter
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16
A set of scripts to convert dlib's face recognition network to tensorflow, keras, onnx etc
Chainer Fpn
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15
Implementation of FPN (Feature Pyramid Networks) using Chainer
San
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15
[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
Chainer_image_recognition
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15
links of my implementation
Enc
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14
ENC: A fast network compression platform - Caffe Implementation
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