Comments (7)
'BIT' is a change detection method, it is proposed by the paper:
H. Chen, Z. Qi, and Z. Shi, “Remote Sensing Image Change Detection With Transformers,” IEEE Trans. Geosci. Remote Sens., vol. 60, p.3095166, Jan. 2022
from vitae-transformer-remote-sensing.
'BIT' is a change detection method, it is proposed by the paper:
H. Chen, Z. Qi, and Z. Shi, “Remote Sensing Image Change Detection With Transformers,” IEEE Trans. Geosci. Remote Sens., vol. 60, p.3095166, Jan. 2022
Ths,How to understand this sentence ‘For LEVIR dataset, clip the images to 256 × 256 patches and change the structure to’?Whether the aspect provides scripts to process the data?I download levir dataset,but the dataset is 1024 and There is no output folder, just a label folder.
from vitae-transformer-remote-sensing.
'BIT' is a change detection method, it is proposed by the paper:
H. Chen, Z. Qi, and Z. Shi, “Remote Sensing Image Change Detection With Transformers,” IEEE Trans. Geosci. Remote Sens., vol. 60, p.3095166, Jan. 2022Ths,How to understand this sentence ‘For LEVIR dataset, clip the images to 256 × 256 patches and change the structure to’?Whether the aspect provides scripts to process the data?I download levir dataset,but the dataset is 1024 and There is no output folder, just a label folder.
You need to crop the images, labels and organize the folders, it is easy to implement.
from vitae-transformer-remote-sensing.
'BIT' is a change detection method, it is proposed by the paper:
H. Chen, Z. Qi, and Z. Shi, “Remote Sensing Image Change Detection With Transformers,” IEEE Trans. Geosci. Remote Sens., vol. 60, p.3095166, Jan. 2022Ths,How to understand this sentence ‘For LEVIR dataset, clip the images to 256 × 256 patches and change the structure to’?Whether the aspect provides scripts to process the data?I download levir dataset,but the dataset is 1024 and There is no output folder, just a label folder.
You need to crop the images, labels and organize the folders, it is easy to implement.
我的英文不太好,还是中文问下你吧。 就是裁切确实容易实现,我不太明白的是:如果随机裁切,那么每个人的样本不一样,训练的模型MAP和paper是否有大的gap,如果有大的gap,怎么确定问题在哪?怎么能排除不是裁切的问题?你是随机裁切的么?谢谢
from vitae-transformer-remote-sensing.
你说的随机裁剪是啥意思,这个数据集是1024*1024的,讲道理你裁剪成256*256是不用设置overlap的,而且这个数据集训练集验证集和测试集是固定的啊,不存在什么随机性吧
from vitae-transformer-remote-sensing.
我貌似懂了,你的意思是训练过程中在数据增强部分随机裁剪?那貌似不太行,这个LEVIR数据集应该是先裁剪,变成图像尺寸为256*256的新数据集,再用这个整理好的新数据集拿去训练
from vitae-transformer-remote-sensing.
我貌似懂了,你的意思是训练过程中在数据增强部分随机裁剪?那貌似不太行,这个LEVIR数据集应该是先裁剪,变成图像尺寸为256*256的新数据集,再用这个整理好的新数据集拿去训练
谢谢你的耐心解答,我知道了,你的裁切就是等分裁切成256x256,这样的话样本的确定的。再次感谢,如果有不懂的还得请教你。
from vitae-transformer-remote-sensing.
Related Issues (20)
- About Labels of Million-AID Dataset HOT 3
- 变化检测预训练权重问题 HOT 2
- About download the pretained model with change detection.
- KeyError: "EncoderDecoder: 'ViTAE_Window_NoShift_basic is not in the models registry'" HOT 7
- DIOR-R Benchmark question. HOT 1
- What are the differences between 'Your_ResNet' and MMCV's ResNet vb/vc/vd HOT 4
- Can't find the hrsc2016 in configs/_base_/datasets? HOT 1
- Reproduce the SeCo DOTA result. HOT 6
- use one image to test issues HOT 4
- Where is the train_labels_{}_{}.txt for scene recognition? HOT 2
- Semantic Segmentation: Potsdam 数据集复现性能差距有点大 HOT 15
- 模型注册问题 HOT 5
- 模型训练问题 HOT 3
- reproduce problem about swin-t in scene classification. HOT 1
- ann_file是什么格式的,怎么把八点法的labelTxt转成ann_file HOT 1
- label讀取的問題 HOT 1
- 数据集处理问题 HOT 3
- mmcv版本问题 HOT 1
- 模型预训练权重在哪下载 HOT 12
- questions about exp. of semantic seg. HOT 15
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from vitae-transformer-remote-sensing.