DeepCO3

Instance segmentation tool

A deep learning framework for instance co-segmentation and object colocalization

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

GitHub

137 stars
5 watching
15 forks
Language: MATLAB
last commit: over 5 years ago
Linked from 1 awesome list

co-saliencyco-segmentationconvolutional-neural-networkscvpr-2019cvpr19cvpr2019deep-learninginstance-segmentationmatconvnetmatlabsaliencyunsupervised-learningweakly-supervised-learning

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
imatge-upc/saliency-2016-cvpr This project proposes a solution to predict salient areas in images using convolutional neural networks. 186
daijifeng001/mnc An instance-aware semantic segmentation system implemented in Python using deep convolutional networks and multi-task network cascades. 489
qingyonghu/randla-net A deep learning framework for efficient semantic segmentation of large-scale 3D point clouds 1,321
preritj/segmentation Deep learning models for semantic segmentation of images 101
matlab-deep-learning/pretrained-deeplabv3plus Provides pre-trained and customizable semantic segmentation model in MATLAB 23
msracver/fcis An end-to-end solution for instance segmentation using fully convolutional neural networks 1,567
jwyang/jule.torch Implementations of joint unsupervised learning algorithm for deep representations and image clusters using Torch 288
zhujun98/semantic_segmentation Implementations of deep learning architectures for semantic segmentation of images in various datasets. 6
nv-tlabs/gscnn This code implements a neural network architecture designed to perform semantic segmentation in computer vision tasks. 919
youngwanlee/centermask2 Real-time instance segmentation using anchor-free detection 781
youngwanlee/centermask An efficient anchor-free instance segmentation system with a novel spatial attention-guided mask branch and an improved backbone network 774
rksltnl/deep-metric-learning-cvpr16 A software framework for building deep metric learning models using lifted structured feature embedding 344
zjhuang22/maskscoring_rcnn An open source implementation of Mask Scoring R-CNN for instance segmentation tasks. 1,900
pathak22/context-encoder Unsupervised feature learning by image inpainting using Generative Adversarial Networks (GANs) 887
matlab-deep-learning/pretrained-salsanext Provides pre-trained deep learning model for semantic segmentation of 3D point clouds using SalsaNext architecture 14