Keras-ICNet
Image segmentation framework
A deep learning framework for real-time image segmentation on high-resolution images using convolutional neural networks
Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images
86 stars
8 watching
33 forks
Language: Python
last commit: almost 7 years ago
Linked from 1 awesome list
autonomous-drivingcomputer-visiondeep-learningfully-convolutional-networksimage-processingimage-segmentationkerassemantic-segmentationtensorflow
Related projects:
Repository | Description | Stars |
---|---|---|
nicolov/segmentation_keras | An implementation of a deep learning model for image segmentation using Keras and dilated convolutions | 301 |
vladkryvoruchko/pspnet-keras-tensorflow | An implementation of a deep learning model for image segmentation using TensorFlow and Keras | 394 |
k3nt0w/fcn_via_keras | A Python implementation of a deep neural network architecture for semantic image segmentation | 48 |
aurora95/keras-fcn | Keras implementation of Fully Convolutional Networks for Semantic Segmentation | 650 |
sadeepj/crfasrnn_keras | This repository provides a Keras/Tensorflow implementation of Conditional Random Fields as Recurrent Neural Networks for semantic image segmentation. | 603 |
tobypde/frrn | A software framework for training and evaluating full-resolution residual networks for semantic image segmentation tasks | 280 |
preritj/segmentation | Deep learning models for semantic segmentation of images | 100 |
zfturbo/zf_unet_224_pretrained_model | A pre-trained convolutional neural network model for image segmentation tasks. | 214 |
keras-team/keras | A high-level deep learning framework for building and training neural networks on multiple backend engines | 62,045 |
ethanhe42/u-net | A convolutional neural network architecture for biomedical image segmentation | 426 |
timosaemann/enet | A deep neural network architecture for real-time semantic segmentation in images | 584 |
theduynguyen/keras-fcn | An implementation of fully convolutional neural networks for semantic segmentation using TensorFlow as the backend. | 15 |
hasnainraz/fc-densenet-tensorflow | Re-implementation of a 100-layer fully convolutional network architecture for image segmentation | 123 |
imlab-uiip/keras-segnet | An implementation of a deep learning architecture for image segmentation using the Keras framework. | 184 |
mrgloom/keras-semantic-segmentation-example | This project demonstrates basic semantic segmentation using a deep neural network in Keras. | 56 |