From source using pip: pip install git+https://github.com/arraiyopensource/torchgeometry Quick Usage import torch import torchgeometry as tgm x_rad = tgm.pi * torch.rand(1, 3, 3) x_deg = tgm.rad2deg(x_rad) torch.allclose(x_rad, tgm.deg2rad(x_deg)) # True Examples Run our Jupyter...
source./path.bash.inc python -c"import torchgeometry; print(torchgeometry.__version__)" To install, or update the conda environment runsetup_dev_env.sh ./setup_dev_env.sh Quick Usage importtorchimporttorchgeometryastgmx_rad=tgm.pi*torch.rand(1,3,3)x_deg=tgm.rad2deg(x_rad)torch.allclose...
Torch Geometry 是基于 PyTorch 的计算机视觉库,用于解决通用计算机几何数学问题 展开 收起 暂无标签 /mirrors/pytorch_geometry Python 等4 种语言 Apache-2.0 Code of conduct 保存更改 取消 发行版 暂无发行版 贡献者 (292) 全部 近期动态 1年多前同步了仓库 6年前创建了仓库 不能加载更多了...
Source File: unet_utils.py From UnsupervisedGeometryAwareRepresentationLearning with GNU General Public License v3.0 5 votes def __init__(self, in_channels, n_filters, k_size, stride, padding, bias=True): super(deconv2DBatchNormRelu, self).__init__() self.dcbr_unit = nn.Sequential(nn...
It can also be easily integrated into open-source frameworks such as mmdet3d [13] with less than 10 lines of code. def forward(self, x): identity = x.features def forward(self, x): identity = x out = self.conv1(x) out = out.replace_feature(self.bn1(out.features)) out = out....
Source File: unet_utils.py From UnsupervisedGeometryAwareRepresentationLearning with GNU General Public License v3.0 5 votes def __init__(self, in_channels, n_filters, stride=1, downsample=None): super(residualBottleneck, self).__init__() self.convbn1 = nn.Conv2DBatchNorm(in_channels, n...
2. Torch Geometry and Operating Conditions Figure 1 illustrates a simplified presentation of radiofrequency inductive thermal plasma (ITP) system. Three nozzles are located on the gas inlet for central, plasma, and sheath gases, respectively [35]. RF induction coils (3 MHz, 15 kW), produce ...
code:SynergyNet challenge:Wu et al. - Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry Note:include_tensorsneeds to be True in order to include the model prediction in Prediction.logits Model download Models are downloaded during runtime automatically to themodelsdirectory. ...
With the specific structure and the specified characteristics of the power source, the laminar plasma jet could be generated by the proposed laminar plasma torch. Figure 1. Schematic diagram of the homemade laminar plasma torch. According to the laminar plasma torch geometry, a cylindrical ...
Geometry - Camera models and calibration- Stereo vision (epipolar geometry, disparity, etc.)- Homography estimation- Depth estimation from disparity- 3D transformations Deep Learning Layers - Custom convolution layers- Recurrent layers for vision tasks- Loss functions (e.g., SSIM, PSNR, etc.)- Vis...