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Search results for python densenet

263 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.

Imageai ⭐ 8,051

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

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.

Semantic Segmentation Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Chinese_ocr ⭐ 2,037

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

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

Efficient_densenet_pytorch ⭐ 1,462

A memory-efficient implementation of DenseNets

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_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

Cnn Watermark Removal ⭐ 911

Fully convolutional deep neural network to remove transparent overlays from images

Medicalzoopytorch ⭐ 896

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

Cnn_finetune ⭐ 888

Fine-tune CNN in Keras

Cifar 10 Cnn ⭐ 726

Play deep learning with CIFAR datasets

Classification_models ⭐ 706

Classification models trained on ImageNet. Keras.

Densenet ⭐ 658

DenseNet implementation in Keras

Condensenet ⭐ 655

CondenseNet: Light weighted CNN for mobile devices

Densenet.pytorch ⭐ 632

A PyTorch implementation of DenseNet.

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

Densenet Tensorflow ⭐ 575

DenseNet Implementation in Tensorflow

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

Densenet Keras ⭐ 534

DenseNet Implementation in Keras with ImageNet Pretrained Models

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Fc Densenet ⭐ 480

Fully Convolutional DenseNets for semantic segmentation.

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).

Ocr_densenet ⭐ 393

第一届西安交通大学人工智能实践大赛（2018AI实践大赛--图片文字识别）第一名；仅采用densen

Pspnet Pytorch ⭐ 377

PyTorch implementation of PSPNet segmentation network

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

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Cliquenet ⭐ 321

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

Keras Squeeze Excite Network ⭐ 316

Implementation of Squeeze and Excitation Networks in Keras

Densenet Pytorch ⭐ 306

A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)

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...

Keras Classification Models ⭐ 301

Collection of Keras models used for classification

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, ...)

Snapshot Ensembles ⭐ 277

Snapshot Ensemble in Keras

Chexnet Keras ⭐ 277

This project is a tool to build CheXNet-like models, written in Keras.

Chineseaddress_ocr ⭐ 276

Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。

Densenetcaffe ⭐ 269

Caffe code for Densely Connected Convolutional Networks (DenseNets)

Vision_networks ⭐ 266

Repo about neural networks for images handling

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

Text Detection Ocr ⭐ 203

Chinese text detection and recognition based on CTPN + DENSENET using Keras and Tensor Flow，使用keras和tensorflow基于CTPN+Densenet实现的中文文本检测和识别

Smooth Topk ⭐ 199

Smooth Loss Functions for Deep Top-k Classification

Awesome_face_antispoofing ⭐ 197

Single Shot Face Anti-spoofing.

Freezeout ⭐ 192

Accelerate Neural Net Training by Progressively Freezing Layers

Transfer Learning Suite ⭐ 185

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

Pytorch Dpn Pretrained ⭐ 182

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

Face_recognition_framework ⭐ 181

Multi-task face recognition framework based on PyTorch

Chexnet With Localization ⭐ 181

Weakly Supervised Learning for Findings Detection in Medical Images

Imagefusion_densefuse ⭐ 165

DenseFuse (IEEE TIP 2019) - TensorFlow 1.8.0

Efficient Architecture Search by Network Transformation, in AAAI 2018

Torch Scan ⭐ 164

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

Tensorflow Densenet ⭐ 163

Tensorflow-DenseNet with ImageNet Pretrained Models

Densenet Sdr ⭐ 151

repo that holds code for improving on dropout using Stochastic Delta Rule

Confidence_estimation ⭐ 147

Learning Confidence for Out-of-Distribution Detection in Neural Networks

Tianchi_xuelang_ai ⭐ 143

天池雪浪布匹瑕疵检测，初赛线上949，排名9/2403

Cnn Sentinel ⭐ 141

Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)

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

Tensorflow_multigpu_imagenet ⭐ 137

Tensorflow code for training different architectures(DenseNet, ResNet, AlexNet, GoogLeNet, VGG, NiN) on ImageNet dataset + Multi-GPU support + Transfer Learning support

Chexnet ⭐ 132

Implementation of the CheXNet network (PyTorch)

Chainer Cifar10 ⭐ 132

Various CNN models for CIFAR10 with Chainer

K Neural Api ⭐ 130

K-CAI NEURAL API - Keras based neural network API that will allow you to create parameter-efficient, memory-efficient, flops-efficient multipath models with new layer types. There are plenty of examples and documentation.

Deeplearning Tf2 ⭐ 128

Deep learning model zoo with TensorFlow 2.X (& Keras)

Sparsenet ⭐ 127

[ECCV 2018] Sparsely Aggreagated Convolutional Networks https://arxiv.org/abs/1801.05895

Pytorch Checkpoint ⭐ 126

Pytorch_classifiers ⭐ 123

Almost any Image classification problem using pytorch

Densenet.mxnet ⭐ 119

🔥🔥A MXNet implementation of DenseNet(with BC structure)🔥🔥

Satellite_seg ⭐ 116

CCF BCDI2017 卫星影像的AI分类与识别

3d Densenet ⭐ 113

3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)

Asr_syllable ⭐ 112

基于卷积神经网络的语音识别声学模型的研究

Sightseq ⭐ 109

🔭 Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

Srdensenet Pytorch ⭐ 109

SRDenseNet-pytorch（ICCV_2017）

Classification_models_3d ⭐ 109

Set of models for classifcation of 3D volumes

Hyperdensenet ⭐ 106

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

Fc Densenet Tensorflow ⭐ 103

Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.

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

Imagenet ⭐ 97

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

Peleenet ⭐ 97

PeleeNet: An efficient DenseNet architecture for mobile devices

Switchable Whitening ⭐ 97

Code for Switchable Whitening (ICCV2019)

Classifier ⭐ 91

Classifier by pytorch

12306_captcha ⭐ 86

基于深度学习识别12306验证码

Hrankplus ⭐ 85

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

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