We introduce a novel large-scale multi-modal dataset that captures both types of 4D radar, consisting of 151 sequences, most of which are 20 seconds long and contain 10,007 synchronized and annotated frames. Our dataset captures a variety of challenging driving scenarios, including multiple road...
Dataset Get the dataset fromhttps://github.com/kaist-avelab/K-Radar Structure the dataset according to K-Radar Data Structure . | +---data/ | | | +---kradar/ | | | | | +---raw/ | | | | | | | +---1/ | | | | | | | | | +---cam-front/ | | | | | | | |...
-pol radar data to validate the microphysical parameterization and initialization of numerical models and assimilate dual-pol data into numerical models are summarized. The challenges of applying dual-pol data in numerical models and emerging technologies that may make significant impacts on the field of...
4. By fitting a theory model to the dataset, the Rabi frequency and the momentum width of the atom cloud was determined (see Methods). Extended Data Fig. 2 Detuning scan. Relative population of the excited momentum state 2ħk of a cloud of 41K (left) and 87Rb (right) atoms as a ...
The main objective of this study was to analyze the IWC estimate in a context of single and multiple frequency radars to examine at what extent multi-frequency radar contributes to its improvement. The study was performed by extracting from the high-quality dataset acquired during the OLYMPEX cam...
This CNN model is trained with the Adam optimizer with a learning rate of 1 × 10−3and a batch size of 200. The training processing is depicted in Fig.4e. As can be seen, the validation dataset reaches 97.8% classification accuracy after 500 epochs, which is highly accurate for ...
We compare Wishart classifications both among the partial polarimetric datasets and against the full quad-pol dataset. Our emphasis is the inter-comparisons between the classification results based on dual-pol modes, compact polarimetric modes and scattering model extensions of the compact polarimetric ...
1Branch0Tags Code Folders and files Name Last commit message Last commit date Latest commit Cannot retrieve latest commit at this time. History 18 Commits DDNet_github.ipynb Ottawa_dataset.zip README.md framework.jpg README PyTorch implementation ofChange Detection in Synthetic Aperture Radar Images...
Fuzzy-logic detection and probability of hail exploiting short-range X-band weather radar This work proposes a new method for hail precipitation detection and probability, based on single-polarization X-band radar measurements. Using a dataset c... V Capozzi,E Picciotti,V Mazzarella,... - 《...
However, this approach can necessitate specialized wiring and other heavy equipment that cannot easily be moved around, limiting the types of objects that can be captured by multi-camera device 800 and degrading the quality of a dataset. More importantly, in order for neural network 420 to ...