학회 월간지 발행문 작성을 위한 사이트 모음
- https://arxiv.org/abs/1706.06169
Satellite Imagery Feature Detection using Deep Convolutional Neural Network: A Kaggle Competition
This paper describes our approach to the DSTL Satellite Imagery Feature Detection challenge run by Kaggle. The primary goal of this challenge is accurate semantic segmentation of different classes in satellite imagery. Our approach is based on an adaptatio
arxiv.org
- 1. Dstl kaggle 대회 - 논문 정리
- https://awesomeopensource.com/project/chrieke/awesome-satellite-imagery-datasets
Awesome Satellite Imagery Datasets
Awesome Satellite Imagery Datasets List of aerial and satellite imagery datasets with annotations for computer vision and deep learning. Newest datasets at the top of each category (Instance segmentation, object detection, semantic segmentation, scene clas
awesomeopensource.com
- 2 .대회들과 IEEE논문 많음
- https://github.com/dronedeploy/dd-ml-segmentation-benchmark
dronedeploy/dd-ml-segmentation-benchmark
DroneDeploy Machine Learning Segmentation Benchmark - dronedeploy/dd-ml-segmentation-benchmark
github.com
- 바로 위의 코드 중 그나마 쓸모 있을 것 같은 코드
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- https://github.com/CSAILVision/semantic-segmentation-pytorch
CSAILVision/semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset - CSAILVision/semantic-segmentation-pytorch
github.com
- segmentaion을 쉽게 할 수 있는 코드 같음 -> 여기서 논문 필요하면 읽기
- https://github.com/mrgloom/awesome-semantic-segmentation
mrgloom/awesome-semantic-segmentation
:metal: awesome-semantic-segmentation. Contribute to mrgloom/awesome-semantic-segmentation development by creating an account on GitHub.
github.com
- Awsome 시리즈 : segmentaion 관련코드 모음
- https://arxiv.org/abs/1907.07156
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries
Many automated processes such as auto-piloting rely on a good semantic segmentation as a critical component. To speed up performance, it is common to downsample the input frame. However, this comes at the cost of missed small objects and reduced accuracy a
arxiv.org
- 이거는 그냥 추가로...
다양한 모델 사용 가능한 코드
1.https://github.com/qubvel/segmentation_models.pytorch
qubvel/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch. - qubvel/segmentation_models.pytorch
github.com
2.https://github.com/meetshah1995/pytorch-semseg
meetshah1995/pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch - meetshah1995/pytorch-semseg
github.com
3.https://github.com/CSAILVision/semantic-segmentation-pytorch
CSAILVision/semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset - CSAILVision/semantic-segmentation-pytorch
github.com