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afs1955's Projects

ciratefi icon ciratefi

Ciratefi (Circular, Radial and Template-Matching Filter) is a template matching technique invariant to rotation, scale, translation, brightness and contrast.

image-processing-algorithms icon image-processing-algorithms

C++ implementation from scratch of the most famous algorithms for image processing, such as Sobel, Blur, Affine Transformations, Region Detection, etc.

openvino_yolov8 icon openvino_yolov8

用OpenVINO对yolov8导出的onnx模型进行C++的推理, 任务包括图像分类, 目标识别和语义分割, 步骤包括图片前处理, 推理, NMS等

opnemp1-processing-and-optimization icon opnemp1-processing-and-optimization

Optimize 2D convolution on images using SSE instructions, OpenMP for thread parallelism and techinques such as loop unrolling and register blocking. Achieved 80 GFLOPS speedup.

paddleocr_tensorrt_cpp icon paddleocr_tensorrt_cpp

This project provides simple code and demonstrates how to use the TensorRT C++ API and ONNX to deploy PaddleOCR text recognition model.

pytorch_models icon pytorch_models

CNN经典网络结构复现:LeNet5、AlexNet、VGG、ResNet、InceptionNet等。

qt5-image-and-video-processing-software icon qt5-image-and-video-processing-software

使用QT5+Opencv完成简单的图像处理及视频处理软件。图像处理包括:灰度化、均值滤波、边缘检测、伽马变换、旋转镜像、亮度调节、二值化、对比度,饱和度调节、色彩调节、图片保存、水印等。 视频处理包括:二值化、边缘检测、灰度化、平滑、局部马赛克、缩放等。 此外还进行了界面美化、中英翻译等。

ransac-algorithm icon ransac-algorithm

This c++ implementation RANSAC algorithm finds the n best fitting circles out of the given points.

shape_based_matching icon shape_based_matching

try to implement halcon shape based matching, refer to machine vision algorithms and applications, page 317 3.11.5, written by halcon engineers

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