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Has anyone attempted to do anything like this for SAR (Search and Resuce)? I”m not sure where one would gather a good dataset for training a model.
by bronco21016 8y ago
Has anyone attempted to do anything like this for SAR (Search and Resuce)? I”m not sure where one would gather a good dataset for training a model.
- Sunspots 8y agoProbably, I know of at least one project https://liu.se/en/news-item/har-testas-autonom-sjoraddning-i-praktiken https://liu.se/en/news-item/har-testas-autonom-sjoraddning-i...
- manneshiva 8y agoHere are a few more who have tried it or use deep learning for SAR: https://www.planckaero.com/maritimedrone/ https://www.planckaero.com/maritimedrone/ https://flytbase.com/flytstories/search-and-rescue-drone/ https://flytbase.com/flytstories/search-and-rescue-drone/ https://news.developer.nvidia.com/autonomous-search-and-rescue-drones-outperform-humans-at-navigating-forest-trails/ https://news.developer.nvidia.com/autonomous-search-and-resc... Data for training such models for practical use are difficult to get. Often, one has to train a model on a different but related dataset that contains your object of interest and ensure that your model generalizes well. These models are highly sensitive to the data that they are trained on, so it is best if you can gather data which is closer to the actual environment (in which you want to use the model).