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Search results for resnet

1,703 search results found

Pytorch Image Models ⭐ 29,680

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Deeplearning Models ⭐ 16,142

A collection of various deep learning architectures, models, and tips

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Facenet ⭐ 13,133

Face recognition using Tensorflow

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

Pretrained Models.pytorch ⭐ 8,094

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Models ⭐ 6,819

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

Tensorrtx ⭐ 6,315

Implementation of popular deep learning networks with TensorRT network definition API

Deep Residual Networks ⭐ 5,695

Deep Residual Learning for Image Recognition

Paddleclas ⭐ 5,161

A treasure chest for visual classification and recognition powered by PaddlePaddle

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Yolact ⭐ 4,793

A simple, fully convolutional model for real-time instance segmentation.

Mmpose ⭐ 4,587

OpenMMLab Pose Estimation Toolbox and Benchmark.

Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Paddlex ⭐ 4,510

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Pytorch Opcounter ⭐ 4,368

Count the MACs / FLOPs of your PyTorch model.

Torch2trt ⭐ 4,267

An easy to use PyTorch to TensorRT converter

Deep High Resolution Net.pytorch ⭐ 3,934

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

Facenet Pytorch ⭐ 3,809

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

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)

Tf Faster Rcnn ⭐ 3,595

Tensorflow Faster RCNN for Object Detection

Deformable Convnets ⭐ 3,574

Deformable Convolutional Networks

Simclr ⭐ 3,525

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Pytorch Studiogan ⭐ 3,226

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Mmpretrain ⭐ 3,114

OpenMMLab Pre-training Toolbox and Benchmark

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Fastmaskrcnn ⭐ 3,041

Mask RCNN in TensorFlow

Caffe Tensorflow ⭐ 2,787

Caffe models in TensorFlow

Deep Reinforcement Learning With Pytorch ⭐ 2,741

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Image Segmentation Keras ⭐ 2,729

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

Supcontrast ⭐ 2,728

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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)"

Flops Counter.pytorch ⭐ 2,606

Flops counter for convolutional networks in pytorch framework

Pytorch Deeplab Xception ⭐ 2,524

DeepLab v3+ model in PyTorch. Support different backbones.

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.

Deepdetect ⭐ 2,492

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Simplified Deeplearning ⭐ 2,380

Simplified implementations of deep learning related works

Pytorch Playground ⭐ 2,366

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

Senet ⭐ 2,322

Squeeze-and-Excitation Networks

Cnn Benchmarks ⭐ 2,247

Benchmarks for popular CNN models

Efficientnet ⭐ 2,048

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Torch Pruning ⭐ 2,035

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

Fb.resnet.torch ⭐ 1,945

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

Once For All ⭐ 1,777

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

Pytorch Retinanet ⭐ 1,764

Pytorch implementation of RetinaNet object detection.

Simclr ⭐ 1,745

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Pytorch Networks ⭐ 1,740

Pytorch implementation of cnn network

Kuiperinfer ⭐ 1,706

带你从零实现一个高性能的深度学习推理库，支持Unet、Yolov5、Resnet等模型的推理。Imp a high-performance deep learning inference library step by step

Maskscoring_rcnn ⭐ 1,702

Codes for paper "Mask Scoring R-CNN".

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Pytorch Faster Rcnn ⭐ 1,659

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

Resnext ⭐ 1,652

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

Medicalnet ⭐ 1,648

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.

X Anylabeling ⭐ 1,642

Effortless data labeling with AI support from Segment Anything and other awesome models.

Antialiased Cnns ⭐ 1,607

pip install antialiased-cnns to improve stability and accuracy

Compare_gan ⭐ 1,555

Compare GAN code.

Tensorflow Resnet ⭐ 1,519

ResNet model in TensorFlow

Senet.pytorch ⭐ 1,494

PyTorch implementation of SENet

Paddleslim ⭐ 1,486

PaddleSlim is an open-source library for deep model compression and architecture search.

Places365 ⭐ 1,454

The Places365-CNNs for Scene Classification

Big_transfer ⭐ 1,421

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

Deep Feature Flow ⭐ 1,261

Deep Feature Flow for Video Recognition

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Caffe Model ⭐ 1,238

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Tensorflow Deeplab Resnet ⭐ 1,212

DeepLab-ResNet rebuilt in TensorFlow

Keras Resnet ⭐ 1,194

Residual networks implementation using Keras-1.0 functional API

Cnnimageretrieval Pytorch ⭐ 1,174

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 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.

Reid Strong Baseline ⭐ 1,149

Bag of Tricks and A Strong Baseline for Deep Person Re-identification

Attention Transfer ⭐ 1,120

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Awesome Backbones ⭐ 1,079

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

Wide Residual Networks ⭐ 1,064

3.8% and 18.3% on CIFAR-10 and CIFAR-100

Tiny Face Detector, CVPR 2017

Shufflenet Series ⭐ 1,056

Pytorch_classification ⭐ 1,055

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

Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017

Tools to Design or Visualize Architecture of Neural Network

Deeplabv3plus Pytorch ⭐ 1,010

Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Pytorch_image_classification ⭐ 979

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MN

Tensornets ⭐ 968

High level network definitions with pre-trained weights in TensorFlow

Bmw Tensorflow Training Gui ⭐ 954

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.

Dilated Residual Networks

Relation Networks For Object Detection ⭐ 911

Relation Networks for Object Detection

Medicalzoopytorch ⭐ 896

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

[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

Addernet ⭐ 857

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

Keras Vggface ⭐ 856

VGGFace implementation with Keras Framework

Light_head_rcnn ⭐ 854

Light-Head R-CNN

Pytorch2keras ⭐ 848

PyTorch to Keras model convertor

Resnet In Tensorflow ⭐ 825

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

Knowledge Distillation Zoo ⭐ 804

Pytorch implementation of various Knowledge Distillation (KD) methods.

Dbnet.pytorch ⭐ 772

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

Resnet 1k Layers ⭐ 740

Deep Residual Networks with 1K Layers

Robustness ⭐ 728

Corruption and Perturbation Robustness (ICLR 2019)

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