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The Top 112 Resnet Open Source Projects

Pytorch Image Models ⭐ 11,934
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Numpy Ml ⭐ 10,170
Machine learning, in numpy
Pretrained Models.pytorch ⭐ 8,094
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Tf Faster Rcnn ⭐ 3,588
Tensorflow Faster RCNN for Object Detection
Segmentation_models ⭐ 3,334
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Resnest ⭐ 2,832
ResNeSt: Split-Attention Networks
Tensorrtx ⭐ 2,673
Implementation of popular deep learning networks with TensorRT network definition API
Paddlex ⭐ 2,547
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Pytorch Deeplab Xception ⭐ 2,357
DeepLab v3+ model in PyTorch. Support different backbones.
Facenet Pytorch ⭐ 2,249
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Pytorch Cifar100 ⭐ 2,109
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)
Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,596
Tools to Design or Visualize Architecture of Neural Network
Deep Reinforcement Learning With Pytorch ⭐ 1,591
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Tensorflow2.0 Examples ⭐ 1,505
🙄 Difficult algorithm, Simple code.
Pytorch Classification ⭐ 1,358
Classification with PyTorch.
Keras Resnet ⭐ 1,307
Residual networks implementation using Keras-1.0 functional API
Caffe Model ⭐ 1,268
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
Classification_models ⭐ 1,004
Classification models trained on ImageNet. Keras.
Tensornets ⭐ 990
High level network definitions with pre-trained weights in TensorFlow
Autodl ⭐ 898
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Bmw Tensorflow Training Gui ⭐ 761
This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.
Keras Idiomatic Programmer ⭐ 743
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Mmclassification ⭐ 741
OpenMMLab Image Classification Toolbox and Benchmark
Pytorch2keras ⭐ 723
PyTorch to Keras model convertor
Deep Ctr Prediction ⭐ 713
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
Medicalzoopytorch ⭐ 684
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Vqa.pytorch ⭐ 635
Visual Question Answering in Pytorch
Video Classification ⭐ 627
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Pytorch_resnet_cifar10 ⭐ 620
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
Cifar Zoo ⭐ 617
PyTorch implementation of CNNs for CIFAR benchmark
Pytorch_classification ⭐ 585
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
Dogs_vs_cats ⭐ 581
猫狗大战
Tf Tutorials ⭐ 523
A collection of deep learning tutorials using Tensorflow and Python
Cbir ⭐ 445
🏞 A content-based image retrieval (CBIR) system
Resnext.pytorch ⭐ 439
Reproduces ResNet-V3 with pytorch
Awesome Very Deep Learning ⭐ 436
♾A curated list of papers and code about very deep neural networks
Fpn_tensorflow ⭐ 415
A Tensorflow implementation of FPN detection framework.
R2cnn_fpn_tensorflow ⭐ 414
R2CNN: Rotational Region CNN Based on FPN (Tensorflow)
Basic_cnns_tensorflow2 ⭐ 409
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Real Time Gesrec ⭐ 381
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
Pytorch Image Classification ⭐ 378
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Self Label ⭐ 367
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
Cnn Models ⭐ 358
ImageNet pre-trained models with batch normalization for the Caffe framework
Deepxi ⭐ 339
Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.
Deepslide ⭐ 337
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
Rezero ⭐ 333
Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"
Tianchi Medical Lungtumordetect ⭐ 329
天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet
Awesome Computer Vision Models ⭐ 324
A list of popular deep learning models related to classification, segmentation and detection problems
Shake Shake ⭐ 291
2.86% and 15.85% on CIFAR-10 and CIFAR-100
R Centernet ⭐ 282
detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测
Grad Cam Tensorflow ⭐ 273
tensorflow implementation of Grad-CAM (CNN visualization)
Resnetcam Keras ⭐ 271
Keras implementation of a ResNet-CAM model
Wideresnet Pytorch ⭐ 260
Wide Residual Networks (WideResNets) in PyTorch
Iseebetter ⭐ 259
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
Ai_papers ⭐ 255
AI Papers
Eeg Dl ⭐ 251
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Deepfake Detection ⭐ 249
Towards deepfake detection that actually works
Octconv.pytorch ⭐ 240
PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
Pyramidnet Pytorch ⭐ 238
A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
Deep Learning With Python ⭐ 234
Deep learning codes and projects using Python
Fusenet ⭐ 227
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
Machine Learning Is All You Need ⭐ 211
🔥🌟《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!
Tensorflow Computer Vision Tutorial ⭐ 209
Tutorials of deep learning for computer vision.
Fashion Recommendation ⭐ 203
A clothing retrieval and visual recommendation model for fashion images.
Sca Cnn.cvpr17 ⭐ 200
Image Captions Generation with Spatial and Channel-wise Attention
Vip ⭐ 186
Video Platform for Action Recognition and Object Detection in Pytorch
Sceneclassify ⭐ 173
AI场景分类竞赛
Tensorflow Cnn Finetune ⭐ 172
Finetuning AlexNet, VGGNet and ResNet with TensorFlow
Iresnet ⭐ 171
Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
Simpleaicv Pytorch Imagenet Coco Training ⭐ 170
Training examples and results for ImageNet(ILSVRC2012)/COCO2017/VOC2007+VOC2012 datasets.Include ResNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLO series.
Senet Caffe ⭐ 169
A Caffe Re-Implementation of SENet
Nsfw Resnet ⭐ 166
🔥🔥NSFW implement in pytorch（色情图&性感图识别，本程序经过了线上大数据集测试，性能优异效果良好）🔥🔥
Resnet Cifar10 Caffe ⭐ 162
ResNet-20/32/44/56/110 on CIFAR-10 with Caffe
Voice_activity_detection ⭐ 159
Voice Activity Detection based on Deep Learning & TensorFlow
Dsfd.pytorch ⭐ 156
DSFD implement with pytorch
Luna16 Lung Nodule Analysis 2016 Challenge ⭐ 148
LUNA16-Lung-Nodule-Analysis-2016-Challenge
Pytorch Speech Commands ⭐ 142
Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge
Imagenet ⭐ 140
Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Pytorchconv3d ⭐ 140
I3D and 3D-ResNets in PyTorch
Imagenet ⭐ 139
This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
Chainer Cifar10 ⭐ 134
Various CNN models for CIFAR10 with Chainer
Pytorch Cifar10 ⭐ 133
pytorch and cifar10
Flexible Yolov5 ⭐ 133
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt
Libtorchsegmentation ⭐ 131
A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
Pytorch Asr ⭐ 130
ASR with PyTorch
Fixup ⭐ 128
A Re-implementation of Fixed-update Initialization
Resnet On Cifar10 ⭐ 125
Reimplementation ResNet on cifar10 with caffe
R Dfpn_fpn_tensorflow ⭐ 124
R-DFPN: Rotation Dense Feature Pyramid Networks (Tensorflow)
Ir Net ⭐ 123
This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.
Holocron ⭐ 122
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief)
Shot Type Classifier ⭐ 122
Detecting cinema shot types using a ResNet-50
Pyramidnet ⭐ 121
Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).
Hypernetworks ⭐ 119
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
Shiftresnet Cifar ⭐ 116
ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch
Resnet Imagenet Caffe ⭐ 108
train resnet on imagenet from scratch with caffe
Resnet Face Pytorch ⭐ 107
Training a ResNet on UMDFaces for face recognition
Bsconv ⭐ 97
Reference implementation for Blueprint Separable Convolutions (CVPR 2020)
Libtorchtutorials ⭐ 97
This is a code repository for pytorch c++ (or libtorch) tutorial.
M Pact ⭐ 92
A one stop shop for all of your activity recognition needs.
Yolo_resnet ⭐ 87
Implementing YOLO using ResNet as the feature extraction network
1-100 of 112 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210