DeepLab-Context

Image Segmentation System

An implementation of a deep learning system for semantic image segmentation using a combination of convolutional neural networks and conditional random fields.

GitHub

239 stars
13 watching
97 forks
Language: C++
last commit: over 8 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
zhujun98/semantic_segmentation Implementations of deep learning architectures for semantic segmentation of images in various datasets. 6
dvlab-research/lisa A system that uses large language models to generate segmentation masks for images based on complex queries and world knowledge. 1,923
martinkersner/train-deeplab Trains DeepLab model for semantic image segmentation using annotated data and various training procedures 172
hualin95/deeplab-v3plus A high-performance PyTorch implementation of semantic image segmentation using a custom encoder-decoder architecture. 334
e-lab/linknet An implementation of a deep learning network for image segmentation tasks using Lua and the Torch7 framework. 168
alexgkendall/caffe-segnet An open-source implementation of the SegNet deep learning architecture for image segmentation 1,080
zhengpeng7/birefnet An open-source implementation of an image segmentation model that combines background removal and object detection capabilities. 1,484
ethanhe42/u-net A convolutional neural network architecture for biomedical image segmentation 430
preritj/segmentation Deep learning models for semantic segmentation of images 101
ternaus/iglovikov_segmentation A deep learning-based semantic segmentation pipeline using the Catalyst framework. 20
bonlime/keras-deeplab-v3-plus An implementation of Deeplabv3+ in Keras with pretrained weights and customization options for semantic image segmentation. 1,360
joker316701882/deep-image-matting An implementation of a deep learning model for separating foreground and background in images 626
foamliu/deep-image-matting-pytorch An implementation of deep image matting in PyTorch using a neural network architecture. 821
csailvision/sceneparsing Provides tools and data for developing image segmentation models with diverse object categories. 463
e-lab/enet-training Provides tools and models for training deep neural networks for real-time semantic segmentation and scene parsing 351