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When I plugged convnext into Faster-Rcnn, the effect was not ideal. My dataset is a bit small, with just over 2,000 training images and more than 700 test images, so I wanted to ask if the training ac…
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From colorado:
I think this paper could focus more on the unique aspects of remote sensing, or even more specifically, irrigation detection: which augmentations help and why? are all the bands necess…
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I have recently trained a model for remote sensing segmentation mapping. Unfortunately, the segment map displays the pixel classes in greyscale, not in the palette that I have set during the creation …
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Hey there,
Greetings
I think in the setup.py and requirment txt files, the package 'scikit-learn' is metioned as 'sklearn' which is deprecated in newer versions.
This is causing error while ins…
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Hey @feevos.
I am very interested in your article "Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network". I want to learn more, but I didn…
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Hi,
I would like to know if there is a way to find the ground truth of images without creating a mask for every object. Is there any post-processing technique that I can use to achieve this? For exam…
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Could provide the citation of the dataset Salians_syn
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I am currently working with Sentinel-2 satellite data that I have obtained through the Google Earth Engine. However, I’ve noticed some discrepancies when comparing this data with the data retrieved fr…
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如题,根据vitae在目标检测识别上的构建方式,需要先搭建部署obbdetection的环境。我先搭好了obbdetection,准备dotav1.0的数据集,运行oriented_rcnn的faster_rcnn_orpn_r50_ms_rr_dota10.py进行训练以及评估,得到下图的效果
![resnetobb](https://github.com/ViTAE-Transformer/…
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## Detect deforestation of mangroves causing erosion with EO-data
The mangrove ecosystem is one of the most productive habitats that support many marine species, help mitigate climate change, and pro…