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Search results for resnet densenet

128 search results found

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.

Pytorch Cifar ⭐ 5,131

95.47% on CIFAR10 with PyTorch

Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Pytorch Opcounter ⭐ 4,368

Count the MACs / FLOPs of your PyTorch model.

Torch2trt ⭐ 4,267

An easy to use PyTorch to TensorRT converter

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

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.

Torch Pruning ⭐ 2,035

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

Antialiased Cnns ⭐ 1,607

pip install antialiased-cnns to improve stability and accuracy

Pytorch Classification ⭐ 1,244

Classification with PyTorch.

Caffe Model ⭐ 1,238

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

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

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

Medicalzoopytorch ⭐ 896

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

Pytorch2keras ⭐ 848

PyTorch to Keras model convertor

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

Senet Tensorflow ⭐ 611

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

Cifar Zoo ⭐ 575

PyTorch implementation of CNNs for CIFAR benchmark

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

Awesome Computer Vision Models ⭐ 495

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

Densenet Tensorflow ⭐ 471

Simple Tensorflow implementation of Densenet using Cifar10, MNIST

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

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

Pspnet Pytorch ⭐ 377

PyTorch implementation of PSPNet segmentation network

Ocaml Torch ⭐ 376

OCaml bindings for PyTorch

A simple and effective method for detecting out-of-distribution images in neural networks.

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Keras Squeeze Excite Network ⭐ 316

Implementation of Squeeze and Excitation Networks in Keras

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Pytorch Hardnet ⭐ 305

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

Grad Cam.pytorch ⭐ 304

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

Pretorched X ⭐ 299

Pretrained Image & Video ConvNets and GANs for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Temporal Relation Networks, BigGANs StyleGANs, etc.

Img_classification_pk_pytorch ⭐ 299

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

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

Pytorch Cifar Models ⭐ 245

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

Softpool ⭐ 243

[ICCV 2021] Code for approximated exponential maximum pooling

Pytorch Dpn Pretrained ⭐ 182

Dual Path Networks (DPN) supporting pretrained weights converted from original MXNet implementation

Odin Pytorch ⭐ 178

Principled Detection of Out-of-Distribution Examples in Neural Networks

Torch Scan ⭐ 164

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

Pytorch Cifar10 ⭐ 143

pytorch and cifar10

Resnext Tensorflow ⭐ 141

Simple Tensorflow implementation of ResNeXt using Cifar10

Keras Inference Time Optimizer ⭐ 137

Optimize layers structure of Keras model to reduce computation time

Chainer Cifar10 ⭐ 132

Various CNN models for CIFAR10 with Chainer

Pytorch Image Classification ⭐ 124

用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，Re

Pytorch_classifiers ⭐ 123

Almost any Image classification problem using pytorch

Classification_models_3d ⭐ 109

Set of models for classifcation of 3D volumes

Pytorch Asr ⭐ 100

ASR with PyTorch

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Inflated_convnets_pytorch ⭐ 98

Inflate DenseNet and ResNet as per I3D with ImageNet weight transfer

Switchable Whitening ⭐ 97

Code for Switchable Whitening (ICCV2019)

Imagenet ⭐ 97

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

Classifier ⭐ 91

Classifier by pytorch

Hrankplus ⭐ 85

An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map

Image Classification Pytorch ⭐ 80

Learning and Building Convolutional Neural Networks using PyTorch

Imagenet ⭐ 80

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)

Vovnet.pytorch ⭐ 76

A pytorch implementation of VoVNet

Imaterialist Furniture 2018 ⭐ 75

Kaggle competition

Gluon2pytorch ⭐ 72

Gluon to PyTorch deep neural network model converter

Msc 2018 Final ⭐ 66

Crack_segmentation ⭐ 59

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

Tensorflow Cifar100 ⭐ 54

High-acc(>0.7) model(ResNet, ResNeXt, DenseNet, SENet, SE-ResNeXt) on TensorFlow.

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

Scene Classification ⭐ 50

Scene classification task in AI Challenger competition

Image Classification Caltech 256 ⭐ 50

Exploring CNNs and model quantization on Caltech-256 dataset

Pytorch Mono Depth ⭐ 49

Monocular depth prediction with PyTorch

Caffe_toolkit ⭐ 48

Caffe toolkit, including installing Caffe, creating various networks.

Mnist Baselines ⭐ 45

Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project

Pytorch Cifar Sgdr ⭐ 43

SGDR with pytorch on CIFAR-10 (now superseded by official PyTorch CosineAnnealingLR)

Neuralrejuvenation Cvpr19 ⭐ 43

Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization at CVPR'19

Tensorflow_model_slim_classify ⭐ 41

Train/Eval the popular network by TF-Slim,include mobilenet/shufflenet/squeezenet/resnet/inception/v

Constrained_attention_filter ⭐ 38

(ECCV2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks

Edgemap345c_dataset ⭐ 34

A large-scale edge-map dataset including 290, 281 edge-maps corresponding to 345 object categories of QuickDraw dataset.

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

Skip Connections Matter ⭐ 32

Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"

Learning Supervised Scoring Ensemble for Emotion Recognition in the Wild, EmotiW 2017, ICMI 2017

Remote Sensing Image Semantic Segmentation Tf2 ⭐ 29

The remote sensing image semantic segmentation repository based on tf.keras includes backbone networks such as resnet, densenet, mobilenet, and segmentation networks such as deeplabv3+, pspnet, panet, and refinenet.

Pytorch Image Models Multi Label Classification ⭐ 29

Multi-label classification based on timm.

Chexpert ⭐ 26

Residual Flow ⭐ 25

An implementation of the Residual Flow algorithm for out-of-distribution detection.

Wider_person_search ⭐ 21

WIDER Person Search Challenge

Tensormonk ⭐ 20

A collection of deep learning models (PyTorch implemtation)

Skin_lesions_classification_dcnns ⭐ 18

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

Cifarclassify ⭐ 17

实现常用图像分类算法

Cnn Repository ⭐ 15

classical CNN impelementation with pytorch.Include VGGNet,BN-VGG,Inception-v1,BN-Inception,Resnet-v1, and so on.

Pretrained_model_pytorch ⭐ 15

pytorch pretrained model — resnet, densenet, inception, vgg, squeezenet, alexnet

Deeplearning Mpo ⭐ 15

Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO

Cifar Tensorflow ⭐ 14

Caffe Project Vggnet Resnet Densenet ⭐ 13

Keras_ensemble_cifar10 ⭐ 13

3.47% on CIFAR-10

Pytorch_model_backbone ⭐ 12

The project is based on pytorch and integrates the current mainstream network architecture, including VGGnet, ResNet, Densenet, MobileNet and DarkNet (YOLOv2 and YOLOv3).

Model Playgrounds ⭐ 12

A project developed and maintained as part of the aim at bringing current capabilities in machine learning and artificial intelligence into practical use for non-programmers and average computer users.

Deep Neural Network Architectures with dlib

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