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The Top 561 Resnet Open Source Projects on Github

Pytorch Image Models ⭐ 16,027
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Numpy Ml ⭐ 11,141
Machine learning, in numpy
Pretrained Models.pytorch ⭐ 8,094
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Tensorrtx ⭐ 3,619
Implementation of popular deep learning networks with TensorRT network definition API
Segmentation_models ⭐ 3,598
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Tf Faster Rcnn ⭐ 3,595
Tensorflow Faster RCNN for Object Detection
Paddlex ⭐ 3,463
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Resnest ⭐ 2,753
ResNeSt: Split-Attention Networks
Facenet Pytorch ⭐ 2,557
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Pytorch Cifar100 ⭐ 1,893
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 Deeplab Xception ⭐ 1,708
DeepLab v3+ model in PyTorch. Support different backbones.
Deep Reinforcement Learning With Pytorch ⭐ 1,645
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Tensorflow2.0 Examples ⭐ 1,584
🙄 Difficult algorithm, Simple code.
Pytorch Classification ⭐ 1,244
Classification with PyTorch.
Caffe Model ⭐ 1,238
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
Keras Resnet ⭐ 1,194
Residual networks implementation using Keras-1.0 functional API
Mmclassification ⭐ 1,039
OpenMMLab Image Classification Toolbox and Benchmark
Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017
Tools to Design or Visualize Architecture of Neural Network
Tensornets ⭐ 968
High level network definitions with pre-trained weights in TensorFlow
Autodl ⭐ 819
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Bmw Tensorflow Training Gui ⭐ 765
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.
Pytorch2keras ⭐ 740
PyTorch to Keras model convertor
Pytorch_classification ⭐ 712
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
Medicalzoopytorch ⭐ 712
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Classification_models ⭐ 706
Classification models trained on ImageNet. Keras.
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
Pytorch_resnet_cifar10 ⭐ 614
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
Cifar Zoo ⭐ 575
PyTorch implementation of CNNs for CIFAR benchmark
Dogs_vs_cats ⭐ 549
猫狗大战
Vqa.pytorch ⭐ 536
Visual Question Answering in Pytorch
Tf Tutorials ⭐ 526
A collection of deep learning tutorials using Tensorflow and Python
Video Classification ⭐ 498
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Pytorch Image Classification ⭐ 475
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Basic_cnns_tensorflow2 ⭐ 443
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Awesome Very Deep Learning ⭐ 427
♾A curated list of papers and code about very deep neural networks
R2cnn_fpn_tensorflow ⭐ 393
R2CNN: Rotational Region CNN Based on FPN (Tensorflow)
Deep Ctr Prediction ⭐ 389
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
Resnext.pytorch ⭐ 388
Reproduces ResNet-V3 with pytorch
Fpn_tensorflow ⭐ 384
A Tensorflow implementation of FPN detection framework.
Deepslide ⭐ 351
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.
Self Label ⭐ 350
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
Cnn Models ⭐ 348
ImageNet pre-trained models with batch normalization for the Caffe framework
Deepxi ⭐ 346
Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.
Eeg Dl ⭐ 330
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Rezero ⭐ 326
Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"
Deepfake Detection ⭐ 302
Towards deepfake detection that actually works
Cbir ⭐ 300
🏞 A content-based image retrieval (CBIR) system
Awesome Computer Vision Models ⭐ 298
A list of popular deep learning models related to classification, segmentation and detection problems
Tianchi Medical Lungtumordetect ⭐ 286
天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet
Shake Shake ⭐ 279
2.86% and 15.85% on CIFAR-10 and CIFAR-100
Real Time Gesrec ⭐ 274
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
Flexible Yolov5 ⭐ 259
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt
Ai_papers ⭐ 254
AI Papers
Resnetcam Keras ⭐ 245
Keras implementation of a ResNet-CAM model
Machine Learning Is All You Need ⭐ 234
🔥🌟《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!
Fusenet ⭐ 233
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
R Centernet ⭐ 231
detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测
Grad Cam Tensorflow ⭐ 228
tensorflow implementation of Grad-CAM (CNN visualization)
Iseebetter ⭐ 223
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
Pyramidnet Pytorch ⭐ 215
A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
Wideresnet Pytorch ⭐ 206
Wide Residual Networks (WideResNets) in PyTorch
Tensorflow Computer Vision Tutorial ⭐ 205
Tutorials of deep learning for computer vision.
Deep Learning With Python ⭐ 197
Deep learning codes and projects using Python
Octconv.pytorch ⭐ 187
PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
Sca Cnn.cvpr17 ⭐ 178
Image Captions Generation with Spatial and Channel-wise Attention
Libtorchsegmentation ⭐ 177
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.
Voice_activity_detection ⭐ 171
Voice Activity Detection based on Deep Learning & TensorFlow
Libtorchtutorials ⭐ 168
This is a code repository for pytorch c++ (or libtorch) tutorial.
Tensorflow Cnn Finetune ⭐ 165
Finetuning AlexNet, VGGNet and ResNet with TensorFlow
Holocron ⭐ 160
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief)
Senet Caffe ⭐ 160
A Caffe Re-Implementation of SENet
Iresnet ⭐ 157
Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
Simpleaicv Pytorch Imagenet Coco Training ⭐ 153
Training examples and results for ImageNet(ILSVRC2012)/COCO2017/VOC2007+VOC2012 datasets.Include ResNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLO series.
Resnet Cifar10 Caffe ⭐ 152
ResNet-20/32/44/56/110 on CIFAR-10 with Caffe
Vip ⭐ 146
Video Platform for Action Recognition and Object Detection in Pytorch
Sceneclassify ⭐ 143
AI场景分类竞赛
Pytorch Cifar10 ⭐ 143
pytorch and cifar10
Dsfd.pytorch ⭐ 139
DSFD implement with pytorch
Chainer Cifar10 ⭐ 132
Various CNN models for CIFAR10 with Chainer
Nsfw Resnet ⭐ 126
🔥🔥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 On Cifar10 ⭐ 124
Reimplementation ResNet on cifar10 with caffe
Pyramidnet ⭐ 121
Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).
R Dfpn_fpn_tensorflow ⭐ 120
R-DFPN: Rotation Dense Feature Pyramid Networks (Tensorflow)
Rmnet ⭐ 113
RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
Video_features ⭐ 110
Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as I3D, R(2+1)D, VGGish, ResNet features.
Fixup ⭐ 106
A Re-implementation of Fixed-update Initialization
Ai_paper_review ⭐ 106
논문을 읽고 블로그에 정리합니다. 정리한 내용을 공유합니다.
Pytorch Asr ⭐ 100
ASR with PyTorch
Resnet Imagenet Caffe ⭐ 100
train resnet on imagenet from scratch with caffe
Pytorch Speech Commands ⭐ 98
Speech commands recognition with PyTorch
Resnet Face Pytorch ⭐ 98
Training a ResNet on UMDFaces for face recognition
Sparsezoo ⭐ 97
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
Imagenet ⭐ 97
Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Hypernetworks ⭐ 95
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
Pytorchconv3d ⭐ 95
I3D and 3D-ResNets in PyTorch
Luna16 Lung Nodule Analysis 2016 Challenge ⭐ 94
LUNA16-Lung-Nodule-Analysis-2016-Challenge
Shiftresnet Cifar ⭐ 92
ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch
Residual_attention_network ⭐ 88
Keras implementation of Residual Attention Network
Neural Dream ⭐ 87
PyTorch implementation of DeepDream algorithm
Cbam Tensorflow Slim ⭐ 82
CBAM implementation on TensorFlow Slim
1-100 of 561 projects

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Code Quality 📦 28
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User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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