gbs is a c++ header library to build and manage NURBS, some optional module are used for visualization and export. This library is compatible with OpenCASACADE and has a python biding. cadgeometric-shapesgbsbsp
It is defined as the intersection of the two masks divided by their sum. The number of trainable parameters in the model was 571,556. The batch size we used was 32 as a compromise between computational costs and better performance. The learning rate was 5e−5. The entire architecture and...
Based on this unique identification, we used spatial joins and geoprocessing intersection tools to identify changes in pools categorized as: remained, combined, split, absent in 2021, or formed before 2021. Indexing pools by morphology and change type allowed us to identify pools that remained ...
(IoU -> Intersection over Union(TSA in challenge) // CLS -> classification accuracy(TIR in challenge)). The results may look like this. Evaulation & Visualization We provide the evaluation and visualization code. You can execute the following code to test on a pair of obj/gt json file: ...
A fourth-order Runge-Kutta method, with an adaptive timestep, in the Python library SciPy is used to solve the ordinary differential equations dx/dt=u(x(t),y(t),t), which describe the motion of the markers. A user-defined maximum timestep, Δtmax=0.01, is used in the numerical ...
Johnstone DN, Martineau BH, Crout P, Midgley PA, Eggeman AS (2020) Density-based clustering of crystal (mis)orientations and the orix Python library. J Appl Crystallogr 53:1293–1298 Article CAS PubMed PubMed Central Google Scholar Ånes HW, Martineau B, Harrison P, Crout P, Johnstone...
(Fig.3b). To quantify the surface estimation accuracy, the pig meshes were rendered on each view and compared with manually labeled silhouettes, using the average of Intersection over Union (IoU). MAMMAL achieved an IoU of 0.77 using only predicted 2D keypoints for mesh fitting, and the ...
Summed exon reads count per gene were estimated using HTSeq-count v0.11.073 with parameters -m intersection-nonempty, -t exon -i gene_id, and normalized among various cellular samples by using DESeq2 v1.22.2,74 but only protein coding genes were retained for downstream analysis. Prior to ...
python test/example.py Note: DiffMCandDiffDMCgenerate watertight manifold meshes when grid deformation is disabled. When enabling grid deformation, self-intersection may occur, but the face connectivity remains manifold. DiffDMCcan produce a more uniform triangle distribution and smoother surfaces thanDif...
We hypothesize that the cryospheric effects of AR events vary seasonally and are also sensitive to the location and intensity of AR moisture transport, and thus, we present detailed analyses of AR impacts partitioned by season, area of intersection with the GrIS, and strength of moisture ...