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gavin666github's Projects

pysot icon pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pytorch-cpn icon pytorch-cpn

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

pytorchocr icon pytorchocr

基于Pytorch的OCR工具库,支持常用的文字检测和识别算法

reid-mgn icon reid-mgn

Reproduction of paper: Learning Discriminative Features with Multiple Granularities for Person Re-Identification

reid-survey icon reid-survey

Deep Learning for Person Re-identification: A Survey and Outlook

rotationdetection icon rotationdetection

This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.

sdc icon sdc

A scaled down version of the self-driving system using OpenCV. The system comprises of - • Raspberry Pi with a webcam and an ultrasonic sensor as inputs, ◦ Steering using move in sdcar.py ◦ Stop sign detection using houghcircles and colour intensities ◦ Front collision avoidance using an ultrasonic sensor • l298N motor controller • project structure: *sdcar.py is a combination of all the following *lane_lines.py: step1.take the webcam feed and apply the canny edge algorithm to detect the edges step2. detect the lines in an edged image using houghlines step3. average the lines according to the slope step4.making points using slope step5. return right, left, camera and central line *sensor.py: distance measurement using input and output pins *sign.py: *detection of circles in image using hough circles *if the dominant colour in a square region around the circle is red then it is stop sign. *if the dominant colour in a square region around the circle is blue then there are 5 cases left, right, forward, forward and right or forward and left for this: • make the 3 zones of square regions the right , left, upper(for forward) • if the right zone is white and the other two are blue then the sum of RGB colour intensities in the right zone will be obviously greater than the other two zones then the sign is right similarly for others. Note : sign.py will work on following type of sign:

skin-detector icon skin-detector

用opencv写的一个人的皮肤检测器,里面封装了多种算法

smad-on-fire icon smad-on-fire

Based on the detection of fire in videos, binocular stereo matching technology is used to determine the location of fire sources .

smart_construction icon smart_construction

Head Person Helmet Detection on Construction Sites,基于目标检测工地安全帽和禁入危险区域识别系统,🚀😆附 YOLOv5 训练自己的数据集超详细教程!!!😆🚀

srgan icon srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

srgan-tensorflow icon srgan-tensorflow

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

srmd-pytorch icon srmd-pytorch

A PyTorch Implementation of "Learning a Single Convolutional Super-Resolution Network for Multiple Degradations"

stereo-vision icon stereo-vision

This program has been developed as part of a project at the University of Karlsruhe in Germany. The final purpose of the algorithm is to measure the distance to an object by combining two webcams and use them as a Stereo Camera.

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