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yanggui19891007's Projects

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

facial-expression-recognition.pytorch

A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.112% (state-of-the-art) in FER2013 and 94.64% in CK+ dataset

fairmot

A simple baseline for one-shot multi-object tracking

fast-depth

ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"

fastmot

High-performance multiple object tracking based on YOLOv3/v4, Deep SORT, and optical flow

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

fcos_det_mask

Use FCOS model to Check whether people wear masks

fcos_tensorflow

FCOS: Fully Convolutional One-Stage Object Detection.

feathernets_face-anti-spoofing-attack-detection-challenge-cvpr2019

Code for 3rd Place Solution in Face Anti-spoofing Attack Detection Challenge @ CVPR2019,model only 0.35M!!! 1.88ms(CPU)

ffa-net

FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

fire-smoke-dataset

An image dataset for training fire and frame detection AI

flask-keras-cnn-image-retrieval

🚀CNN-based image retrieval built on Keras

flexible-yolov5

More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt

foresee

Task-Aware Monocular Depth Estimation for 3D Object Detection, AAAI2020

fots.pytorch

an unofficial implementation of FOTS: Fast Oriented Text Spotting with a Unified Network

ganomaly2d

The Extended Version of GANomaly with Spatial Clue

gaspumpocr

Python and OpenCV scripts to detect digits on a Gas Pump

huawei-garbage

2019 Huawei Cloud garbage Classification Competition online score 2th place

human-pose-estimation-opencv

Perform Human Pose Estimation in OpenCV Using OpenPose MobileNet

hybridnets

HybridNets: End-to-End Perception Network

hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

hyperlpr-train

Script to train Hyperlpr(https://github.com/zeusees/HyperLPR)

image-downloader

Download images from Google, Bing, Baidu. 谷歌、百度、必应图片下载.

image-matching-and-ranging-based-on-binocular-stereo-vision

双目立体视觉是计算机视觉范畴的核心之一，它利用双目相机来获得目标物体的图像，经过物体图像处理之后得到目标物体所在场景环境的三维信息，最终实现非接触条件下测距，简单便捷。本次毕业设计主要内容为研究基于双目立体视觉平台上的图像匹配以及目标物体的距离测量技术，图像特征提取部分研究了 SIFT 算法和 SURF 算法，特征匹配部分研究了 BF 法和 FLANN 法，距离测量研究主要通过视差深度的计算，结合视觉坐标系的转换实现三维位置的定位与测量。结合维视双目立体视觉测量平台 MV-VS220，通过 Python+OpenCV 设计实现一个具备图像采集、图像匹配以及距离测量等功能的原型演示系统。系统可实现对关键环节的过程与结果的演示，以及不同算法的性能比较。系统测试表明，所开发的原型演示系统从界面、功能与性能方面均达到了设计的要求。

imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

imgaug

Image augmentation for machine learning experiments.

yanggui19891007 Goto Github PK

yanggui19891007's Projects

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