lung-segmentation-2d
Lung seg
A deep learning model for segmenting lung tissue from 2D chest X-ray images using a UNet architecture.
Lung fields segmentation on CXR images using convolutional neural networks.
173 stars
13 watching
72 forks
Language: Python
last commit: over 6 years agoLinked from 1 awesome list
convolutional-neural-networksdeep-learningkeraslung-segmentationsegmentationunet
Related projects:
| Repository | Description | Stars |
|---|---|---|
| An implementation of a deep learning architecture for image segmentation using the Keras framework. | 185 | |
| A tool for cell instance aware segmentation in densely packed 3D volumetric images | 101 | |
| A convolutional neural network architecture for biomedical image segmentation | 430 | |
| Custom image segmentation implementation using deep learning with Lua and Torch | 37 | |
| Provides pre-trained and customizable semantic segmentation model in MATLAB | 23 | |
| A pre-trained convolutional neural network model for image segmentation tasks. | 214 | |
| An open-source implementation of an image segmentation model that combines background removal and object detection capabilities. | 1,484 | |
| A Python package providing metrics and tools for evaluating image segmentation models | 282 | |
| An implementation of object segmentation using computer vision techniques on images from the NIPS 2014 challenge. | 25 | |
| Reimplementation of a neural network model for conditional segmentation of ambiguous images | 548 | |
| This project provides an implementation of the U-NET algorithm for segmenting regions of interest in cervical images. | 35 | |
| A method to segment liver lesions from CT scans using CNNs with a cascaded architecture and detector | 99 | |
| An implementation of a deep learning system for semantic image segmentation using a combination of convolutional neural networks and conditional random fields. | 239 | |
| Deep learning models for semantic segmentation of images | 101 |