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Jetson Inference
DNN Vision Library
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▼DNN Vision Library (jetson-inference) | C++ runtime library for supporting deep vision neural network models and inferencing with TensorRT |
tensorNet | DNN abstract base class that provides TensorRT functionality underneath |
imageNet | Image recognition DNN (GoogleNet, AlexNet, ResNet) |
detectNet | Object detection DNN (SSD, DetectNet) |
segNet | Semantic segmentation DNN (FCN or Fully-Convolutional Networks) |
homographyNet | Homography estimation DNN for registering and aligning images |
superResNet | Super resolution DNN for upscaling images |
▼Utilities Library (jetson-utils) | Tools and utilities for camera streaming, codecs, display, and visualization |
▼Camera Capture | Camera capture and streaming for MIPI CSI and V4L2 devices |
gstCamera | Camera capture and streaming using GStreamer for MIPI CSI and V4L2 devices |
Codec | Hardware-accelerated video encoder and decoder (H.264/H.265) using GStreamer |
▼CUDA | CUDA utilities and image processing kernels |
cudaFont | TTF font rasterization and image overlay rendering using CUDA |
Color Conversion | Colorspace conversion functions for various YUV formats, RGB, BGR, ect |
Warping | Various image warps and matrix transforms |
OpenGL | OpenGL textures and display window (X11/GLX) |
Image I/O | Loading and saving image files from disk |
Input | HID input devices including gamepad controllers, joysticks, and keyboard |
Matrix | 3x3 matrix operations from mat33.h |
Multithreading | Mutex, events, threads, and process objects based on pthreads |
Filesystem | network Networking TCP/UDP sockets and IP address manipulation |
Time | Timestamping operations for measuring the timing of CPU code |