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The Top 3,230 Resnet Open Source Projects

Pytorch Image Models ⭐ 22,239
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
dependent packages 105total releases 29most recent commit a day agopypi timm} Downloads
Deeplearning Models ⭐ 15,420
A collection of various deep learning architectures, models, and tips
most recent commit 15 days ago
Facenet ⭐ 12,781
Face recognition using Tensorflow
most recent commit 10 days ago
Numpy Ml ⭐ 11,141
Machine learning, in numpy
total releases 3most recent commit a year ago
Pretrained Models.pytorch ⭐ 8,094
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
dependent packages 28total releases 16most recent commit a year agopypi pretrainedmodels} Downloads
Models ⭐ 6,708
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
most recent commit 2 days ago
Segmentation_models.pytorch ⭐ 6,460
Segmentation models with pretrained backbones. PyTorch.
dependent packages 34total releases 10most recent commit 2 days agopypi segmentation-models-pytorch} Downloads
Deep Residual Networks ⭐ 5,695
Deep Residual Learning for Image Recognition
most recent commit 5 years ago
Tensorrtx ⭐ 4,879
Implementation of popular deep learning networks with TensorRT network definition API
most recent commit 3 days ago
Paddleclas ⭐ 4,582
A treasure chest for visual classification and recognition powered by PaddlePaddle
total releases 12most recent commit a day ago
Pytorch Cifar ⭐ 4,437
95.47% on CIFAR10 with PyTorch
most recent commit 10 months ago
Yolact ⭐ 4,432
A simple, fully convolutional model for real-time instance segmentation.
most recent commit 3 months ago
Keras Retinanet ⭐ 4,300
Keras implementation of RetinaNet object detection.
dependent packages 4total releases 7most recent commit 6 months agopypi keras-retinanet} Downloads
Segmentation_models ⭐ 4,095
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 12total releases 8most recent commit a month agopypi segmentation-models} Downloads
Paddlex ⭐ 3,989
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54most recent commit 2 months agopypi paddlex} Downloads
Deep High Resolution Net.pytorch ⭐ 3,810
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
most recent commit 4 months ago
Torch2trt ⭐ 3,678
An easy to use PyTorch to TensorRT converter
most recent commit 2 days ago
Pytorch Opcounter ⭐ 3,672
Count the MACs / FLOPs of your PyTorch model.
dependent packages 26total releases 48most recent commit 3 months agopypi thop} Downloads
Tf Faster Rcnn ⭐ 3,595
Tensorflow Faster RCNN for Object Detection
most recent commit a year ago
Deformable Convnets ⭐ 3,574
Deformable Convolutional Networks
most recent commit a year ago
Simclr ⭐ 3,274
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
most recent commit 10 days ago
Pytorch Cifar100 ⭐ 3,041
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)
most recent commit a month ago
Fastmaskrcnn ⭐ 3,041
Mask RCNN in TensorFlow
most recent commit 2 years ago
Pytorch Studiogan ⭐ 2,983
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
most recent commit a month ago
Facenet Pytorch ⭐ 2,979
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
dependent packages 8total releases 31most recent commit 4 months agopypi facenet-pytorch} Downloads
Caffe Tensorflow ⭐ 2,787
Caffe models in TensorFlow
most recent commit 3 years ago
Resnest ⭐ 2,753
ResNeSt: Split-Attention Networks
dependent packages 5total releases 897most recent commit 2 years agopypi resnest} Downloads
Human Pose Estimation.pytorch ⭐ 2,727
The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"
most recent commit 3 days ago
Mmpose ⭐ 2,707
OpenMMLab Pose Estimation Toolbox and Benchmark.
dependent packages 1total releases 25most recent commit a day agopypi mmpose} Downloads
Sniper ⭐ 2,645
SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm
most recent commit a year ago
Image Segmentation Keras ⭐ 2,600
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
total releases 3most recent commit 17 days ago
Pytorch Deeplab Xception ⭐ 2,524
DeepLab v3+ model in PyTorch. Support different backbones.
most recent commit 9 months ago
Captcha_trainer ⭐ 2,505
[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.
dependent packages 1total releases 3most recent commit a month agopypi muggle-ocr} Downloads
Deep Reinforcement Learning With Pytorch ⭐ 2,504
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit 10 days ago
Deepdetect ⭐ 2,413
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
most recent commit 9 days ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit a year agopypi pytorchcv} Downloads
Simplified Deeplearning ⭐ 2,380
Simplified implementations of deep learning related works
most recent commit a year ago
Pytorch Playground ⭐ 2,366
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
most recent commit 10 days ago
Senet ⭐ 2,322
Squeeze-and-Excitation Networks
most recent commit 4 years ago
Cnn Benchmarks ⭐ 2,247
Benchmarks for popular CNN models
most recent commit 5 years ago
Flops Counter.pytorch ⭐ 2,185
Flops counter for convolutional networks in pytorch framework
dependent packages 10total releases 16most recent commit 11 days agopypi ptflops} Downloads
Supcontrast ⭐ 2,067
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
most recent commit 11 days ago
Fb.resnet.torch ⭐ 1,945
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
most recent commit 3 years ago
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
dependent packages 8total releases 9most recent commit a year agopypi efficientnet} Downloads
Pytorch Retinanet ⭐ 1,764
Pytorch implementation of RetinaNet object detection.
most recent commit 10 months ago
Mmclassification ⭐ 1,734
OpenMMLab Image Classification Toolbox and Benchmark
dependent packages 6total releases 22most recent commit 21 hours agopypi mmcls} Downloads
Maskscoring_rcnn ⭐ 1,702
Codes for paper "Mask Scoring R-CNN".
most recent commit 3 years ago
Tensorflow2.0 Examples ⭐ 1,692
🙄 Difficult algorithm, Simple code.
most recent commit 10 days ago
Swav ⭐ 1,680
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
most recent commit 15 days ago
Pytorch Faster Rcnn ⭐ 1,659
pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)
most recent commit 2 years ago
Resnext ⭐ 1,652
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks
most recent commit 3 years ago
Fcis ⭐ 1,569
Fully Convolutional Instance-aware Semantic Segmentation
most recent commit 4 years ago
Compare_gan ⭐ 1,555
Compare GAN code.
most recent commit 3 years ago
Db ⭐ 1,553
A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".
most recent commit 6 months ago
Once For All ⭐ 1,536
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
dependent packages 1total releases 26most recent commit 4 months agopypi ofa} Downloads
Tensorflow Resnet ⭐ 1,519
ResNet model in TensorFlow
most recent commit 4 years ago
Simclr ⭐ 1,505
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
most recent commit 4 months ago
Senet.pytorch ⭐ 1,494
PyTorch implementation of SENet
most recent commit 2 years ago
Pytorch Networks ⭐ 1,475
Pytorch implementation of cnn network
most recent commit 2 months ago
Temporal Shift Module ⭐ 1,463
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
most recent commit a year ago
Places365 ⭐ 1,454
The Places365-CNNs for Scene Classification
most recent commit 2 years ago
Antialiased Cnns ⭐ 1,426
pip install antialiased-cnns to improve stability and accuracy
dependent packages 6total releases 6most recent commit a year agopypi antialiased-cnns} Downloads
Fast Autoaugment ⭐ 1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
most recent commit a year ago
Big_transfer ⭐ 1,301
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
most recent commit 10 months ago
Deep Feature Flow ⭐ 1,261
Deep Feature Flow for Video Recognition
most recent commit a year ago
Pytorch Classification ⭐ 1,244
Classification with PyTorch.
most recent commit 2 years ago
Caffe Model ⭐ 1,238
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
most recent commit 5 years ago
Paddleslim ⭐ 1,226
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 2total releases 17most recent commit 14 hours agopypi paddleslim} Downloads
Medicalnet ⭐ 1,221
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
most recent commit a year ago
R Fcn ⭐ 1,215
R-FCN: Object Detection via Region-based Fully Convolutional Networks
most recent commit 6 years ago
Tensorflow Deeplab Resnet ⭐ 1,212
DeepLab-ResNet rebuilt in TensorFlow
most recent commit a year ago
Keras Resnet ⭐ 1,194
Residual networks implementation using Keras-1.0 functional API
most recent commit 5 years ago
Cnnimageretrieval Pytorch ⭐ 1,174
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
most recent commit 6 months ago
Reid Strong Baseline ⭐ 1,149
Bag of Tricks and A Strong Baseline for Deep Person Re-identification
most recent commit 3 years ago
Attention Transfer ⭐ 1,120
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
most recent commit 4 years ago
Uncertainty Baselines ⭐ 1,119
High-quality implementations of standard and SOTA methods on a variety of tasks.
total releases 6most recent commit a day ago
Wide Residual Networks ⭐ 1,064
3.8% and 18.3% on CIFAR-10 and CIFAR-100
most recent commit 3 years ago
Shufflenet Series ⭐ 1,056
most recent commit 2 years ago
Tiny ⭐ 1,056
Tiny Face Detector, CVPR 2017
most recent commit 3 years ago
Py R Fcn ⭐ 1,033
R-FCN with joint training and python support
most recent commit 2 years ago
Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017
Tools to Design or Visualize Architecture of Neural Network
most recent commit 2 years ago
Pytorch_classification ⭐ 1,016
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
most recent commit a month ago
Deeplabv3plus Pytorch ⭐ 1,010
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
most recent commit 17 days ago
Autodl ⭐ 999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
total releases 2most recent commit 2 months ago
Pytorch_image_classification ⭐ 979
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MN
most recent commit a year ago
Tensornets ⭐ 968
High level network definitions with pre-trained weights in TensorFlow
dependent packages 2total releases 12most recent commit 2 years agopypi tensornets} Downloads
Drn ⭐ 916
Dilated Residual Networks
most recent commit 3 years ago
Relation Networks For Object Detection ⭐ 911
Relation Networks for Object Detection
most recent commit 4 years ago
Medicalzoopytorch ⭐ 896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
most recent commit 10 months ago
Cmc ⭐ 886
[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
most recent commit 2 years ago
Addernet ⭐ 857
Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"
most recent commit 8 months ago
Bmw Tensorflow Training Gui ⭐ 855
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.
most recent commit 17 days ago
Light_head_rcnn ⭐ 854
Light-Head R-CNN
most recent commit 4 years ago
Resnet In Tensorflow ⭐ 825
Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.
most recent commit 4 years ago
Knowledge Distillation Zoo ⭐ 804
Pytorch implementation of various Knowledge Distillation (KD) methods.
most recent commit a year ago
Keras Vggface ⭐ 803
VGGFace implementation with Keras Framework
dependent packages 2total releases 5most recent commit 9 months agopypi keras-vggface} Downloads
Ocnet.pytorch ⭐ 787
Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!
most recent commit 2 years ago
Pytorch2keras ⭐ 780
PyTorch to Keras model convertor
total releases 23most recent commit 9 months ago
Torchdistill ⭐ 765
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
total releases 22most recent commit 23 days ago
Video Classification 3d Cnn Pytorch ⭐ 749
Video classification tools using 3D ResNet
most recent commit 4 years ago
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