Awesome Computer Vision ModelsA list of popular deep learning models related to classification, segmentation and detection problems
Stars: ✭ 278 (-33.65%)
Mutual labels: machine-learning-algorithms, image-classification, densenet, resnet, semantic-segmentation, awesome-lists
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 (+478.28%)
Mutual labels: image-classification, densenet, resnet, nasnet
Pytorch Image ModelsPyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Stars: ✭ 15,232 (+3535.32%)
Mutual labels: resnet, mixnet, efficientnet
gluon2pytorchGluon to PyTorch deep neural network model converter
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Mutual labels: densenet, resnet, nasnet
TensorMONKA collection of deep learning models (PyTorch implemtation)
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Mutual labels: densenet, resnet, efficientnet
Segmentation modelsSegmentation models with pretrained backbones. Keras and TensorFlow Keras.
Stars: ✭ 3,575 (+753.22%)
Mutual labels: densenet, resnet, efficientnet
Basic cnns tensorflow2A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Stars: ✭ 374 (-10.74%)
Mutual labels: image-classification, densenet, resnet
MixNet-PyTorchConcise, Modular, Human-friendly PyTorch implementation of MixNet with Pre-trained Weights.
Stars: ✭ 16 (-96.18%)
Mutual labels: image-classification, mixnet, efficientnet
cifar-tensorflowNo description or website provided.
Stars: ✭ 18 (-95.7%)
Mutual labels: image-classification, densenet, resnet
food-detection-yolov5🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation. 🍞🍖🍕
Stars: ✭ 68 (-83.77%)
Mutual labels: image-classification, semantic-segmentation, efficientnet
pyro-visionComputer vision library for wildfire detection
Stars: ✭ 33 (-92.12%)
Mutual labels: image-classification, densenet, resnet
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 (-5.73%)
Mutual labels: image-classification, densenet, resnet
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)🔥🔥
Stars: ✭ 142 (-66.11%)
Mutual labels: image-classification, resnet
Tensorflow2.0 Examples🙄 Difficult algorithm, Simple code.
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Mutual labels: image-classification, resnet
EfficientnetImplementation of EfficientNet model. Keras and TensorFlow Keras.
Stars: ✭ 1,920 (+358.23%)
Mutual labels: image-classification, efficientnet
Wb color augmenterWB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
Stars: ✭ 89 (-78.76%)
Mutual labels: image-classification, semantic-segmentation
IresnetImproved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
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Mutual labels: image-classification, resnet
ImgclsmobSandbox for training deep learning networks
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Mutual labels: image-classification, semantic-segmentation
BsconvReference implementation for Blueprint Separable Convolutions (CVPR 2020)
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Mutual labels: image-classification, resnet
TorchdistillPyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.
Stars: ✭ 177 (-57.76%)
Mutual labels: image-classification, semantic-segmentation