98 Open Source Densenet Software Projects
Free and open source densenet code projects including engines, APIs, generators, and tools.
Imageai 5344 ⭐
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Segmentation_models 2638 ⭐
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Semantic Segmentation Suite 2216 ⭐
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
Pytorch Cifar100 1329 ⭐
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)
Cnn Watermark Removal 818 ⭐
Fully convolutional deep neural network to remove transparent overlays from images
Keras Idiomatic Programmer 684 ⭐
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 654 ⭐
Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)
Taki0112 Densenet Tensorflow 478 ⭐
Simple Tensorflow implementation of Densenet using Cifar10, MNIST
Basic_cnns_tensorflow2 316 ⭐
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Medicalzoopytorch 342 ⭐
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Awesome Computer Vision Models 226 ⭐
A list of popular deep learning models related to classification, segmentation and detection problems
Pytorch_classification 184 ⭐
Hyperdensenet 117 ⭐
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
Fc Densenet Tensorflow 114 ⭐
Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.
Sightseq 112 ⭐
Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Jiweibo Imagenet 108 ⭐
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)
Neural API 79 ⭐
CAI NEURAL API - Pascal based neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.
Se_densenet 67 ⭐
This is a SE_DenseNet which contains a senet (Squeeze-and-Excitation Networks by Jie Hu, Li Shen, and Gang Sun) module, written in Pytorch, train, and eval codes have been released.
Fdssc 62 ⭐
A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(FDSSC)
Densenet Mura Pytorch 52 ⭐
Implementation of DenseNet model on Standford's MURA dataset using PyTorch
Tensorflow_model_slim_classify 41 ⭐
Train/Eval the popular network by TF-Slim,include mobilenet/shufflenet/squeezenet/resnet/inception/vgg/alexnet
Ivd Net 32 ⭐
Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.
Nih Chest Xrays 27 ⭐
A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)
Skin_lesions_classification_dcnns 26 ⭐
Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification
Nn Common Modules 20 ⭐
Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models
Speech Recognition Transfer Learning 15 ⭐
Speech command recognition DenseNet transfer learning from UrbanSound8k in keras tensorflow
Deep Learning Image Caption Generator 13 ⭐
Deep CNN-LSTM for Generating Image Descriptions :smiling_imp:
Deep Network Compression Based On Student Teacher Network 12 ⭐
Deep Neural Network Compression based on Student-Teacher Network
Ensemble Of Multi Scale Cnn For Dermatoscopy Classification 12 ⭐
Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.
Model Playgrounds 11 ⭐
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.
Rainforest Tagging 11 ⭐
Convolutional Neural Net and Recurrent Neural Net in Tensorflow for satellite images multi-label classification
Variants_of_u Net 10 ⭐
Implementations of different variations of U-net - adding deconv layers, dense net variant and including skip connections
Denseshufflenet 10 ⭐
DenseShuffleNet for Semantic Segmentation using Caffe for Cityscapes and Mapillary Vistas Dataset