FRRN
Image segmentation framework
A software framework for training and evaluating full-resolution residual networks for semantic image segmentation tasks
Full Resolution Residual Networks for Semantic Image Segmentation
280 stars
24 watching
92 forks
Language: Python
last commit: over 7 years ago
Linked from 1 awesome list
mrgloom/awesome-semantic-segmentationRelated projects:
| Repository | Description | Stars |
|---|---|---|
 facebookresearch/cutler | An unsupervised object detection and segmentation framework that can learn from image data alone, without requiring human annotations. | 954 |
 fyu/dilation | This project provides a deep learning framework implementing dilated convolutions for semantic image segmentation | 782 |
 warmspringwinds/tf-image-segmentation | An image segmentation framework providing tools and utilities for training and evaluating models on various datasets. | 549 |
 aitorzip/keras-icnet | A deep learning framework for real-time image segmentation on high-resolution images using convolutional neural networks | 86 |
 guosheng/refinenet | A MATLAB-based framework for semantic image segmentation and dense prediction tasks using multi-path refinement networks. | 589 |
 zijundeng/pytorch-semantic-segmentation | Provides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning. | 1,729 |
 fabianbormann/tensorflow-deconvnet-segmentation | An implementation of a deep learning algorithm for image segmentation using convolutional neural networks | 220 |
 jakeret/tf_unet | An open source U-Net image segmentation implementation using Tensorflow | 1,902 |
 timosaemann/enet | A deep neural network architecture for real-time semantic segmentation in images | 585 |
 preddy5/segnet | A deep neural network architecture for segmenting images into distinct regions of interest | 205 |
 preritj/segmentation | Deep learning models for semantic segmentation of images | 101 |
 zhengpeng7/birefnet | An open-source implementation of an image segmentation model that combines background removal and object detection capabilities. | 1,484 |
 muyang0320/tensorflow-deeplab-resnet-crf | An implementation of DeepLab-ResNet in TensorFlow for semantic image segmentation | 18 |
 marvinteichmann/tensorflow-fcn | An implementation of a fully convolutional network architecture for image segmentation using VGG weights. | 1,102 |
 zhujun98/semantic_segmentation | Implementations of deep learning architectures for semantic segmentation of images in various datasets. | 6 |