segmentation
Segmentation model
Deep learning models for semantic segmentation of images
Tensorflow implementation : U-net and FCN with global convolution
100 stars
8 watching
33 forks
Language: Python
last commit: over 5 years ago autoencodercarvanaclassificationcomputer-visiondeconvolutionfcnfully-convolutional-networksglobal-convolution-networkimage-maskkagglekaggle-competitionlarge-kernelsmaskingsegmentationsemantic-segmentationtensorflowtranspose-convolutionu-netunetupsampling
Related projects:
| Repository | Description | Stars |
|---|---|---|
 ethanhe42/u-net | A convolutional neural network architecture for biomedical image segmentation | 426 |
 fabianbormann/tensorflow-deconvnet-segmentation | An implementation of a deep learning algorithm for image segmentation using convolutional neural networks | 220 |
 hasnainraz/fc-densenet-tensorflow | Re-implementation of a 100-layer fully convolutional network architecture for image segmentation | 123 |
 shekkizh/fcn.tensorflow | An implementation of a deep learning model for image segmentation using TensorFlow | 1,252 |
 zhengpeng7/birefnet | This repository provides a software framework and implementation of a neural network model for high-resolution image segmentation tasks | 1,379 |
 kwotsin/tensorflow-enet | A deep neural network implementation for real-time semantic segmentation in computer vision | 257 |
 marvinteichmann/tensorflow-fcn | An implementation of a fully convolutional network architecture for image segmentation using VGG weights. | 1,101 |
 vladkryvoruchko/pspnet-keras-tensorflow | An implementation of a deep learning model for image segmentation using TensorFlow and Keras | 394 |
 zfturbo/zf_unet_224_pretrained_model | A pre-trained convolutional neural network model for image segmentation tasks. | 214 |
 pierluigiferrari/fcn8s_tensorflow | An implementation of FCN-8s architecture for semantic image segmentation using TensorFlow | 51 |
 zhujun98/semantic_segmentation | Implementations of deep learning architectures for semantic segmentation of images in various datasets. | 6 |
 simonkohl/probabilistic_unet | Reimplementation of a neural network model for conditional segmentation of ambiguous images | 546 |
 theduynguyen/keras-fcn | An implementation of fully convolutional neural networks for semantic segmentation using TensorFlow as the backend. | 15 |
 pudae/tensorflow-pspnet | An implementation of a deep learning-based semantic segmentation model using TensorFlow and the PSNet loss function. | 47 |
 jakeret/tf_unet | An open source U-Net image segmentation implementation using Tensorflow | 1,899 |