Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-semantic-segmentation
awesome-semantic-segmentation - list of awesome things around semantic segmentation :tada:
https://github.com/damminhtien/awesome-semantic-segmentation
- Rethinking Pre-training and Self-training
- Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation - deeplab-v3-plus), [Pytorch](https://github.com/jfzhang95/pytorch-deeplab-xception), [Demo](https://colab.sandbox.google.com/github/tensorflow/models/blob/master/research/deeplab/deeplab_demo.ipynb) |
- Rethinking Atrous Convolution for Semantic Image Segmentation - deeplab-v3) |
- Learning a Discriminative Feature Network for Semantic Segmentation
- Pyramid Scene Parsing Network - segmentation-detection), [Pytorch](https://github.com/kazuto1011/pspnet-pytorch) |
- Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
- RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation - keras) |
- Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network
- Conditional Random Fields as Recurrent Neural Networks
- ParseNet: Looking Wider to See Better - parsenet) |
- Multi-Scale Context Aggregation by Dilated Convolutions
- Fully Convolutional Networks for Semantic Segmentation
- pytorch
- pytorch
- paper
- pytorch
- Light-Weight RefineNet for Real-Time Semantic Segmentation
- nanonet
- University of Gour Banga,India
- mc.ai
- towardds
- jeremyjordan.me
- arxiv - summary-recent-progress-in-semantic-image-segmentation-d7b93ee1b705)) :star: :star: :star: :star:
- blog.qure.ai
- medium-towardds
- slide
- arxiv
- Blog
- Blog
- Blog
- Code and explain
- 1st place - science-bowl-2018/discussion/61170), [3rd](https://www.kaggle.com/c/data-science-bowl-2018/discussion/56393), [4th](https://www.kaggle.com/c/data-science-bowl-2018/discussion/55118), [5th](https://www.kaggle.com/c/data-science-bowl-2018/discussion/56326), [10th](https://www.kaggle.com/c/data-science-bowl-2018/discussion/56238)
- 4th place - ship-detection/discussion/71782)
- 1st place
- 1st place
- 1st place - wheat-detection/discussion/175961), [3rd](https://www.kaggle.com/c/global-wheat-detection/discussion/179055)
- 1st place - steel-defect-detection/discussion/114716), [7th](https://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114215)
- 1st place - protein-atlas-image-classification/discussion/77731)
- Visual Object Classes Challenge 2012 (VOC2012) - world data
- COCO Dataset
- Cityscapes
- PASCAL-Context
- ADE20K
- Semantic3d
- CamVid
- lartpang/awesome-segmentation-saliency-dataset
- Kaggle
- Semantic Segmentation in PyTorch
- Semantic Segmentation Suite
- Segmentation Training Pipeline
- Tramac/awesome-semantic-segmentation-pytorch
- CSAILVision/semantic-segmentation-pytorch
- divamgupta/image-segmentation-keras
- PaddlePaddle/PaddleSeg - to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc. [paper](https://arxiv.org/abs/2101.06175)
- Atrous/ Dilated Convolution
- Transpose Convolution
- Unpooling
- A technical report on convolution arithmetic in the context of deep learning
- CRF
Programming Languages
Keywords
semantic-segmentation
6
deep-learning
5
pytorch
5
computer-vision
3
image-segmentation
2
fully-convolutional-networks
1
python
1
satellite-imagery
1
light-weight
1
refinenet
1
dataset
1
datasets
1
deeplearning
1
machine-learning
1
machinelearning
1
saliency-detection
1
ade20k
1
scene-recognition
1
autonomous-driving
1
human-segmentation
1
image-matting
1
interactive-segmentation
1
lane-detection
1
medical-image-segmentation
1
panoptic-segmentation
1
transformer
1
video-segmentation
1