Keras Idiomatic ProgrammerBooks, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Stars: ✭ 720 (-23.24%)
ImagenetPytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Stars: ✭ 134 (-85.71%)
ImagenetThis implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
Stars: ✭ 126 (-86.57%)
Cnn ModelsImageNet pre-trained models with batch normalization for the Caffe framework
Stars: ✭ 355 (-62.15%)
MmclassificationOpenMMLab Image Classification Toolbox and Benchmark
Stars: ✭ 532 (-43.28%)
Pytorch Cifar100Practice 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)
Stars: ✭ 2,423 (+158.32%)
TensornetsHigh level network definitions with pre-trained weights in TensorFlow
Stars: ✭ 982 (+4.69%)
Segmentation modelsSegmentation models with pretrained backbones. Keras and TensorFlow Keras.
Stars: ✭ 3,575 (+281.13%)
Octconv.pytorchPyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
Stars: ✭ 229 (-75.59%)
sparsezooNeural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
Stars: ✭ 264 (-71.86%)
Cifar ZooPyTorch implementation of CNNs for CIFAR benchmark
Stars: ✭ 584 (-37.74%)
ModelZoo.pytorchHands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
Stars: ✭ 42 (-95.52%)
pytorch2kerasPyTorch to Keras model convertor
Stars: ✭ 788 (-15.99%)
EfficientnetImplementation of EfficientNet model. Keras and TensorFlow Keras.
Stars: ✭ 1,920 (+104.69%)
Pretrained Models.pytorchPretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Stars: ✭ 8,318 (+786.78%)
regnet.pytorchPyTorch-style and human-readable RegNet with a spectrum of pre-trained models
Stars: ✭ 50 (-94.67%)
GhostnetCV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
Stars: ✭ 1,744 (+85.93%)
SegmentationcppA c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
Stars: ✭ 49 (-94.78%)
Pytorch classification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提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码
Stars: ✭ 395 (-57.89%)
Basic cnns tensorflow2A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Stars: ✭ 374 (-60.13%)
Pytorch2kerasPyTorch to Keras model convertor
Stars: ✭ 676 (-27.93%)
Caffe ModelCaffe models (including classification, detection and segmentation) and deploy files for famouse networks
Stars: ✭ 1,258 (+34.12%)
Chainer Cifar10Various CNN models for CIFAR10 with Chainer
Stars: ✭ 134 (-85.71%)
TensorrtxImplementation of popular deep learning networks with TensorRT network definition API
Stars: ✭ 3,456 (+268.44%)
Efficientnet PytorchA PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
Stars: ✭ 6,685 (+612.69%)
FusenetDeep fusion project of deeply-fused nets, and the study on the connection to ensembling
Stars: ✭ 230 (-75.48%)
Senet CaffeA Caffe Re-Implementation of SENet
Stars: ✭ 169 (-81.98%)
Pyramidnet PytorchA PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
Stars: ✭ 234 (-75.05%)
Skin Lesions Classification DCNNsTransfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification
Stars: ✭ 47 (-94.99%)
LibtorchTutorialsThis is a code repository for pytorch c++ (or libtorch) tutorial.
Stars: ✭ 463 (-50.64%)
awesome-computer-vision-modelsA list of popular deep learning models related to classification, segmentation and detection problems
Stars: ✭ 419 (-55.33%)
SAN[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
Stars: ✭ 41 (-95.63%)
ghostnet.pytorch73.6% GhostNet 1.0x pre-trained model on ImageNet
Stars: ✭ 90 (-90.41%)
PyTorch-LMDBScripts to work with LMDB + PyTorch for Imagenet training
Stars: ✭ 49 (-94.78%)
gluon2pytorchGluon to PyTorch deep neural network model converter
Stars: ✭ 72 (-92.32%)
TensorMONKA collection of deep learning models (PyTorch implemtation)
Stars: ✭ 21 (-97.76%)
super-gradientsEasily train or fine-tune SOTA computer vision models with one open source training library
Stars: ✭ 429 (-54.26%)
simpleAICV-pytorch-ImageNet-COCO-trainingSimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.
Stars: ✭ 276 (-70.58%)
Eeg DlA Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Stars: ✭ 165 (-82.41%)
medium blogsmedium blog supplementaries | Backprop | Resnet & ResNext | RNN |
Stars: ✭ 69 (-92.64%)
pigalleryPiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging
Stars: ✭ 35 (-96.27%)
neural-dreamPyTorch implementation of DeepDream algorithm
Stars: ✭ 110 (-88.27%)
Ssds.pytorchRepository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
Stars: ✭ 570 (-39.23%)
Awesome Computer Vision ModelsA list of popular deep learning models related to classification, segmentation and detection problems
Stars: ✭ 278 (-70.36%)
RMNetRM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
Stars: ✭ 129 (-86.25%)
Pytorch Image ClassificationTutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Stars: ✭ 272 (-71%)
Mobilenetv3.pytorch74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
Stars: ✭ 283 (-69.83%)
MedicalzoopytorchA pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Stars: ✭ 546 (-41.79%)
Pytorch Hardnet35% faster than ResNet: Harmonic DenseNet, A low memory traffic network
Stars: ✭ 293 (-68.76%)