Utilities

General utilities

registry.Registry	The registry that provides name -> object mapping.
image.CPUImage
image.GPUImage	Image data container.
artist.Position	Start position of the element drawing relative to the box.
artist.Artist	alias of ArtistGPUMat
logging.LoggerMixin	Mixes logger in GStreamer element.

GPU Memory Formats

memory_repr.opencv_gpu_mat_as_cupy_array	Returns CuPy ndarray in HWC format for the given OpenCV GpuMat (zero-copy).
memory_repr_pytorch.opencv_gpu_mat_as_pytorch_tensor	Returns PyTorch tensor in HWC format for the given OpenCV GpuMat (zero-copy).
memory_repr.cupy_array_as_opencv_gpu_mat	Returns OpenCV GpuMat for the given CuPy ndarray (zero-copy).
memory_repr_pytorch.pytorch_tensor_as_opencv_gpu_mat	Returns OpenCV GpuMat for the given PyTorch tensor (zero-copy).

DeepStream utilities

get_nvds_buf_surface

This function returns the frame in NumPy format.

build_engine

Builds the specified model engine (TRT).

OpenCV utilities

nvds_to_gpu_mat	Build GpuMat header for allocated CUDA-memory of the frame.
alpha_comp	In place composition of two images using alpha opacity values contained in each image.
apply_cuda_filter	Apply CUDA filter to a frame in place.
draw_rect	Draw rectangle on a frame.