Remote Sensing Image Semantic Segmentation Tf2
The remote sensing image semantic segmentation repository based on tf.keras includes backbone networks such as resnet, densenet, mobilenet, and segmentation networks such as deeplabv3+, pspnet, panet, and refinenet.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Segmentation_models | 4,514 |  | 12 | 16 | 4 months ago | 8 | January 10, 2020 | 263 | mit | Python |
| Segmentation models with pretrained backbones. Keras and TensorFlow Keras. | ||||||||||
| Pytorch Cifar100 | 3,687 | 6 months ago | 53 | Python | ||||||
| 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) | ||||||||||
| Tensornets | 968 |  | 2 | 2 | 3 years ago | 12 | March 31, 2020 | 15 | mit | Python |
| High level network definitions with pre-trained weights in TensorFlow | ||||||||||
| Classification_models | 706 |  | 8 | 4 | 4 years ago | 6 | October 04, 2019 | 11 | mit | Python |
| Classification models trained on ImageNet. Keras. | ||||||||||
| Keras Idiomatic Programmer | 705 | 3 years ago | 1 | apache-2.0 | Jupyter Notebook | |||||
| Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework | ||||||||||
| Basic_cnns_tensorflow2 | 443 | 2 years ago | 21 | mit | Python | |||||
| A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet). | ||||||||||
| Pytorch Image Classification | 124 | 5 months ago | 1 | Jupyter Notebook | ||||||
| 用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，ResNet，DenseNet等等，包含可完整运行的代码。除此之外，也有colab的在线运行代码，可以直接在colab在线运行查看结果。也可以迁移到自己的数据集进行迁移学习。 | ||||||||||
| Sightseq | 109 | 4 years ago | 2 | mit | Python | |||||
| 🔭 Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection | ||||||||||
| Peleenet | 97 | 5 years ago | 5 | apache-2.0 | Python | |||||
| PeleeNet: An efficient DenseNet architecture for mobile devices | ||||||||||
| Mnist Baselines | 45 | 5 years ago | mit | Python | ||||||
| Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project | ||||||||||
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Python
Network
Segmentation
Resnet
Backbone
Semantic Segmentation
Mobilenet
Densenet