LinkNet
Image segmentation network
An implementation of a deep learning network for image segmentation tasks using Lua and the Torch7 framework.
168 stars
32 watching
42 forks
Language: Lua
last commit: over 7 years ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
e-lab/enet-training | Provides tools and models for training deep neural networks for real-time semantic segmentation and scene parsing | 351 |
linksense/lightnet | Research into efficient neural networks for semantic image segmentation in autonomous driving applications | 719 |
eromera/erfnet | A toolbox for training and evaluating real-time semantic segmentation networks using Torch library. | 118 |
erogol/seg-torch | Custom image segmentation implementation using deep learning with Lua and Torch | 37 |
lironui/abcnet | Develops an efficient network architecture for semantic segmentation of high-resolution remote sensing images. | 33 |
karandwivedi42/imagenet-multigpu.torchnet | A Lua-based implementation of a multi-GPU training framework for image classification using the Alexnet model. | 4 |
ethanhe42/u-net | A convolutional neural network architecture for biomedical image segmentation | 426 |
thelegendali/deeplab-context | An implementation of a deep learning system for semantic image segmentation using a combination of convolutional neural networks and conditional random fields. | 239 |
marvinteichmann/tensorflow-fcn | An implementation of a fully convolutional network architecture for image segmentation using VGG weights. | 1,101 |
k3nt0w/fcn_via_keras | A Python implementation of a deep neural network architecture for semantic image segmentation | 48 |
e-lab/torch7-demos | Demos and tutorials for the Lua-based machine learning framework Torch7 | 43 |
theduynguyen/keras-fcn | An implementation of fully convolutional neural networks for semantic segmentation using TensorFlow as the backend. | 15 |
zhujun98/semantic_segmentation | Implementations of deep learning architectures for semantic segmentation of images in various datasets. | 6 |
clementfarabet/lua---nnx | An extension to Torch7's neural network package with experimental modules and optimizations. | 97 |
preritj/segmentation | Deep learning models for semantic segmentation of images | 100 |