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High-level interface for C++/Python. Simplify the implementation of the custom plugin. And serialization and deserialization have been encapsulated for easier usage. Simplify the compilation of fp32, fp16 and int8 for facilitating the deployment with C++/Python in server or embedded device. Models ready for use also with examples are RetinaFace, Scrfd, YoloV5, YoloX, Arcface, AlphaPose, CenterNet and DeepSORT(C++).
LBP implementation in multiple computing platforms (ARM,GPU, DSP...)
...This is a software toolbox that collects software implementations of the Local Binary Pattern operator in several platforms:
- OpenCL for CPU & GPU
- OpenCL for GPU (branchless)
- C code optimized for ARM
- OpenGL ES 2.0 shaders mobile GPUs
- C code for TI C64x DSP core (branchless)
- C code for TTA processor synthesis
If you use the code somewhere, please cite:
Bordallo López M., Nieto A., Boutellier J., Hannuksela J., and Silvén O.
"Evaluation of real-time LBP computing in multiple architectures,"
Journal of Real Time Image Processing, 2014
This projects aim is to create an easy to use system for computer perception and computer vision tasks.
It consists of three parts; a computer perception library (libCP), a processor based framework, and a graphical userinterface.