Prebuilt Java Bindings to C/C++ Libraries
These are part of a project that we call the JavaCPP Presets. Many coexist in the same GitHub repository, and all use JavaCPP to wrap predefined C/C++ libraries from open-source land. The bindings expose almost all of the relevant APIs and make them available in a portable and user-friendly fashion to any Java virtual machine (including Android), as if they were like any other normal Java libraries. We have presets for the following C/C++ libraries:
- OpenCV – [sample usage] [API] – More than 2500 optimized computer vision and machine learning algorithms
- FFmpeg – [sample usage] [API] – A complete, cross-platform solution to record, convert and stream audio and video
- FlyCapture – [sample usage] [API] – Image acquisition and camera control software from PGR
- Spinnaker – [sample usage] [API] – Image acquisition and camera control software from FLIR
- libdc1394 – [sample usage] [API] – A high-level API for DCAM/IIDC cameras
- OpenKinect – [sample usage] [API] [API 2] – Open source library to use Kinect for Xbox and for Windows sensors
- librealsense – [sample usage] [API] [API 2] – Cross-platform library for Intel RealSense depth and tracking cameras
- videoInput – [sample usage] [API] – A free Windows video capture library
- ARToolKitPlus – [sample usage] [API] – Marker-based augmented reality tracking library
- Chilitags – [sample usage] [API] – Robust fiducial markers for augmented reality and robotics
- flandmark – [sample usage] [API] – Open-source implementation of facial landmark detector
- Arrow – [sample usage] [API] – A cross-language development platform for in-memory data
- HDF5 – [sample usage] [API] – Makes possible the management of extremely large and complex data collections
- Hyperscan – [sample usage] [API] – High-performance regular expression matching library
- LZ4 – [sample usage] [API] – Extremely fast compression algorithm
- MKL – [sample usage] [API] – The fastest and most-used math library for Intel-based systems
- oneDNN – [sample usage] [API] [API 2] – Intel Math Kernel Library for Deep Neural Networks (DNNL)
- OpenBLAS – [sample usage] [API] – An optimized BLAS library based on GotoBLAS2 1.13 BSD version, plus LAPACK
- ARPACK-NG – [sample usage] [API] – Collection of subroutines designed to solve large scale eigenvalue problems
- CMINPACK – [sample usage] [API] – For solving nonlinear equations and nonlinear least squares problems
- FFTW – [sample usage] [API] – Fast computing of the discrete Fourier transform (DFT) in one or more dimensions
- GSL – [sample usage] [API] – The GNU Scientific Library, a numerical library for C and C++ programmers
- CPython – [sample usage] [API] – The standard runtime of the Python programming language
- NumPy – [sample usage] [API] – Base N-dimensional array package
- SciPy – [sample usage] [API] – Fundamental library for scientific computing
- Gym – [sample usage] [API] – A toolkit for developing and comparing reinforcement learning algorithms
- LLVM – [sample usage] [API] – A collection of modular and reusable compiler and toolchain technologies
- libffi – [sample usage] [API] – A portable foreign-function interface library
- libpostal – [sample usage] [API] – For parsing/normalizing street addresses around the world
- LibRaw – [sample usage] [API] – A simple and unified interface for RAW files generated by digital photo cameras
- Leptonica – [sample usage] [API] – Software useful for image processing and image analysis applications
- Tesseract – [sample usage] [API] – Probably the most accurate open source OCR engine available
- Caffe – [sample usage] [API] – A fast open framework for deep learning
- OpenPose – [sample usage] [API] – Real-time multi-person keypoint detection for body, face, hands, and foot estimation
- CUDA – [sample usage] [API] – Arguably the most popular parallel computing platform for GPUs
- NVIDIA Video Codec SDK – [sample usage] [API] – An API for hardware accelerated video encode and decode
- OpenCL – [sample usage] [API] – Open standard for parallel programming of heterogeneous systems
- MXNet – [sample usage] [API] – Flexible and efficient library for deep learning
- PyTorch – [sample usage] [API] – Tensors and dynamic neural networks with strong GPU acceleration
- SentencePiece – [sample usage] [API] – Unsupervised text tokenizer for neural-network-based text generation
- TensorFlow – [sample usage] [API] – Computation using data flow graphs for scalable machine learning
- TensorFlow Lite – [sample usage] [API] – An open source deep learning framework for on-device inference
- TensorRT – [sample usage] [API] – High-performance deep learning inference optimizer and runtime
- Triton Inference Server – [sample usage] [API] – An optimized cloud and edge inferencing solution
- ALE – [sample usage] [API] – The Arcade Learning Environment to develop AI agents for Atari 2600 games
- DepthAI – [sample usage] [API] – An embedded spatial AI platform built around Intel Myriad X
- ONNX – [sample usage] [API] – Open Neural Network Exchange, an open source format for AI models
- nGraph – [sample usage] [API] – An open source C++ library, compiler, and runtime for deep learning frameworks
- ONNX Runtime – [sample usage] [API] – Cross-platform, high performance scoring engine for ML models
- TVM – [sample usage] [API] – An end to end machine learning compiler framework for CPUs, GPUs and accelerators
- Bullet Physics SDK – [sample usage] [API] – Real-time collision detection and multi-physics simulation
- LiquidFun – [sample usage] [API] – 2D physics engine for games
- Qt – [sample usage] [API] – A cross-platform framework that is usually used as a graphical toolkit
- Skia – [sample usage] [API] – A complete 2D graphic library for drawing text, geometries, and images
- cpu_features – [sample usage] [API] – A cross platform C99 library to get cpu features at runtime
- ModSecurity – [sample usage] [API] – A cross platform web application firewall (WAF) engine for Apache, IIS and Nginx
- Systems – [sample usage] [API] – To call native functions of operating systems (glibc, XNU libc, Win32, etc)
- Add here your favorite C/C++ library, for example: Caffe2, OpenNI, OpenMesh, PCL, etc. Read about how to do that.
We will add more to this list as they are made, including those from outside the bytedeco/javacpp-presets repository.