awesome-computer-vision-modelsA list of popular deep learning models related to classification, segmentation and detection problems
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TensornetsHigh level network definitions with pre-trained weights in TensorFlow
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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
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TensorMONKA collection of deep learning models (PyTorch implemtation)
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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)
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Basic cnns tensorflow2A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
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Awesome Computer Vision ModelsA list of popular deep learning models related to classification, segmentation and detection problems
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IresnetImproved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
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Segmentation modelsSegmentation models with pretrained backbones. Keras and TensorFlow Keras.
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RMNetRM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
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Tensorflow model slim classifyTrain/Eval the popular network by TF-Slim,include mobilenet/shufflenet/squeezenet/resnet/inception/vgg/alexnet
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Gluon2pytorchGluon to PyTorch deep neural network model converter
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MedicalzoopytorchA pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
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ImagenetPytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
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pytorch2kerasPyTorch to Keras model convertor
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Mobilenetv2A Keras implementation of MobileNetV2.
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Resnetcam KerasKeras implementation of a ResNet-CAM model
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BsconvReference implementation for Blueprint Separable Convolutions (CVPR 2020)
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HugsVisionHugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
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MmclassificationOpenMMLab Image Classification Toolbox and Benchmark
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Deep Learning Training GuiTrain and predict your model on pre-trained deep learning models through the GUI (web app). No more many parameters, no more data preprocessing.
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TensorrtxImplementation of popular deep learning networks with TensorRT network definition API
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Deeplabv3plus PytorchDeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes
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Deep RankingLearning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same
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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
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Pytorch2kerasPyTorch to Keras model convertor
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Cifar ZooPyTorch implementation of CNNs for CIFAR benchmark
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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)
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Chainer Cifar10Various CNN models for CIFAR10 with Chainer
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Skin Lesions Classification DCNNsTransfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification
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Pytorch Image ClassificationTutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
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SAN[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
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Eeg DlA Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
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Nsfw Resnet🔥🔥NSFW implement in pytorch(色情图&性感图识别,本程序经过了线上大数据集测试,性能优异效果良好)🔥🔥
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gluon2pytorchGluon to PyTorch deep neural network model converter
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SceneClassificationThis project is to use deep learning to auto classify the scene images with limited amount of training images.
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HSI-Traditional-to-Deep-ModelsPytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
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VoiceNET.Library.NET library to easily create Voice Command Control feature.
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Transformer-in-TransformerAn Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches
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LightNetLightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
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