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82 search results found

Densenet ⭐ 4,652

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

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)

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Semantic Segmentation Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Efficient_densenet_pytorch ⭐ 1,462

A memory-efficient implementation of DenseNets

Tensornets ⭐ 968

High level network definitions with pre-trained weights in TensorFlow

Medicalzoopytorch ⭐ 896

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Pytorch2keras ⭐ 848

PyTorch to Keras model convertor

Cifar 10 Cnn ⭐ 726

Play deep learning with CIFAR datasets

Keras Idiomatic Programmer ⭐ 705

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

Densenet ⭐ 658

DenseNet implementation in Keras

Condensenet ⭐ 655

CondenseNet: Light weighted CNN for mobile devices

Densenet.pytorch ⭐ 632

A PyTorch implementation of DenseNet.

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Awesome Computer Vision Models ⭐ 495

A list of popular deep learning models related to classification, segmentation and detection problems

Awesome Very Deep Learning ⭐ 427

♾A curated list of papers and code about very deep neural networks

Ocaml Torch ⭐ 376

OCaml bindings for PyTorch

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Densenet Caffe ⭐ 340

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

Cliquenet ⭐ 321

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

Keras Squeeze Excite Network ⭐ 316

Implementation of Squeeze and Excitation Networks in Keras

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Keras Classification Models ⭐ 301

Collection of Keras models used for classification

Img_classification_pk_pytorch ⭐ 299

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

Snapshot Ensembles ⭐ 277

Snapshot Ensemble in Keras

Pytorch_tiramisu ⭐ 236

FC-DenseNet in PyTorch for Semantic Segmentation

Pytorch Lesson Zh ⭐ 214

pytorch 包教不包会

Smooth Topk ⭐ 199

Smooth Loss Functions for Deep Top-k Classification

Freezeout ⭐ 192

Accelerate Neural Net Training by Progressively Freezing Layers

Machine Learning ⭐ 188

机器学习&深度学习资料笔记&基本算法实现&资源整理（ML / CV / NLP / DM...）

Transfer Learning Suite ⭐ 185

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

Chexnet With Localization ⭐ 181

Weakly Supervised Learning for Findings Detection in Medical Images

Imagefusion_densefuse ⭐ 165

DenseFuse (IEEE TIP 2019) - TensorFlow 1.8.0

Torch Scan ⭐ 164

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

Densenet Sdr ⭐ 151

repo that holds code for improving on dropout using Stochastic Delta Rule

Chainer Cifar10 ⭐ 132

Various CNN models for CIFAR10 with Chainer

Deeplearning Tf2 ⭐ 128

Deep learning model zoo with TensorFlow 2.X (& Keras)

Sparsenet ⭐ 127

[ECCV 2018] Sparsely Aggreagated Convolutional Networks https://arxiv.org/abs/1801.05895

Pytorch_classifiers ⭐ 123

Almost any Image classification problem using pytorch

Dogbreed_gluon ⭐ 115

kaggle Dog Breed Identification

Classification_models_3d ⭐ 109

Set of models for classifcation of 3D volumes

Hyperdensenet ⭐ 106

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Imagenet ⭐ 97

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Peleenet ⭐ 97

PeleeNet: An efficient DenseNet architecture for mobile devices

12306_captcha ⭐ 86

基于深度学习识别12306验证码

Densenet Nlp ⭐ 80

Tensorflow implementation of Very Deep Convolutional Networks for Natural Language Processing

Image Classification Pytorch ⭐ 80

Learning and Building Convolutional Neural Networks using PyTorch

Aerial Recognition ⭐ 80

Deep Aerial Image Recognition

Imaterialist Furniture 2018 ⭐ 75

Kaggle competition

2018 Remotesens Fdssc ⭐ 74

A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(FDSSC)

Gluon2pytorch ⭐ 72

Gluon to PyTorch deep neural network model converter

Wide Resdnn ⭐ 62

Wide and Deep Learning(Wide&ResDNN) for Kaggle Criteo Dataset in tensorflow

Crack_segmentation ⭐ 59

This repository contains code and dataset for the task crack segmentation using two architectures UNet_VGG16, UNet_Resnet and DenseNet-Tiramusu

Python_cv_ai_ml ⭐ 54

用python做计算机视觉，人工智能，机器学习，深度学习等

Deeplearningfromscratch ⭐ 53

Reproduce selected deep learning models from scratch in PyTorch

Pytorch Practice ⭐ 47

Some Basic PyTorch Practice

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.

Voice Activity Detection ⭐ 26

Voice Activity Detection (VAD) using deep learning. Supervised by Retune DSP.

Nn Common Modules ⭐ 22

Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models

Tensormonk ⭐ 20

A collection of deep learning models (PyTorch implemtation)

Densevoxnet Tensorflow ⭐ 17

DenseVoxNet in TensorFlow

Cifarclassify ⭐ 17

实现常用图像分类算法

Densenet Tensorflow ⭐ 16

Reimplementation of DenseNet

Deeplabv3plus Gluon Mxnet ⭐ 16

this repo is guide to segmentation using deeplabv3plus as sample

Cifar Tensorflow ⭐ 14

Deep Neural Network Architectures with dlib

Pytorch Peleenet ⭐ 12

Simple Code Implementation of "PeleeNet" architecture in "Pelee Paper" using PyTorch.

Ensemble Of Multi Scale Cnn For Dermatoscopy Classification ⭐ 12

Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.

Deep Learning Image Caption Generator ⭐ 11

Deep CNN-LSTM for Generating Image Descriptions 😈

Depth_estimation_with_densenet Unet_hybrid ⭐ 11

Depth estimation from RGB images using a DenseNet based deep model.

Rdnsr Residual Dense Network For Super Resolution Keras ⭐ 10

Residual Dense Network for Super Resolution implementation in Keras

Deep Network Compression Based On Student Teacher Network ⭐ 10

Deep Neural Network Compression based on Student-Teacher Network

Faster Rcnn.supernova ⭐ 10

基于faster-rcnn.pytorch改进，超新星识别比赛code

Breast Cancer Phase Detection ⭐ 9

Detecting Brest Cancer from histology images using keras.

Person Retrieval in Video Surveillance using Semantic Description

Fine Grained Classification ⭐ 9

Tensorflow Implementation of Fine-grained Classification

A LEGO-style PyTorch-based Deep Learning Library for ConvNets Modeling

Tensorflow Modelzoo ⭐ 7

Tool for easily loading pre-trained ImageNet models into TensorFlow

Deep Bayesian Self Training ⭐ 7

Deep Bayesian Self-Training [official implementation]

Deepradiology ⭐ 7

Source code for Microsoft Code Fun Do Hackathon organized at IIT (BHU)

Whales Classification ⭐ 7

My solution to the Global Data Science Challenge

Kaggle Camera ⭐ 7

My solution to Kaggle challenge "IEEE Camera Model Identification" [top 3%]

Pulmonary Nodules Deep Networks ⭐ 6

Tianchi medical AI competition [Season 1]: Lung nodules Caffe deep learning networks. Caffe训练基于卷积神经网络的肺结节分类器

Saliency Semantic Parsing Reid ⭐ 6

Implementation of "Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep Neural Network Models" IMAVIS 2019

Densenet_cifar10 ⭐ 6

Meta-learning learning rates with higher

Paperreading ⭐ 6

Computer Vision Paper Reading for ISCAS

Srdensenet Pytorch ⭐ 5

PyTorch implements `Image Super-Resolution Using Dense Skip Connections` paper.

Densenet 1d 2d Tensorflow Keras ⭐ 5

Models Supported: DenseNet121, DenseNet161, DenseNet169, DenseNet201 and DenseNet264 (1D and 2D version with DEMO for Classification and Regression)

Modelsfromscratch ⭐ 5

I'm showing how to create past models like VGG, ResNet, DenseNet, Inception, etc. from scratch in Tensorflow to help others learning about deep learning.

Plant Diseases Website ⭐ 5

Website for online plant diseases analysis from images with advanced search engine.

Building A Nets ⭐ 5

Adaptive Lr Dnn ⭐ 5

Implementation of Adaptive Learning Rate as inverse of Lipschitz constant in deep neural networks.

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