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intelligent-traffic-based-on-cv

本项目是基于计算机视觉的端到端交通路口智能监控系统．采用的设计架构由SRS流媒体服务器、GPU服务器、Local客户端三部分组成．可将远端视频流通过rtmp协议传输到流媒体服务器，然后经过目标检测等一些列算法对视频进行分析，最后在本地客户端查看分析结果．项目主要用Python实现，流媒体服务器采用开源的SRS实时视频服务器搭建，GPU服务器使用YOLO模型实现道路目标如人、车、交通灯等物体的识别，同时还支持并发连接．客户端基于PyQt5进行开发．

invoice

jd_seckill

京东茅台抢购，不支持其他商品！愿大家与黄牛站在同一个起跑线，公平的参与这场抢茅大赛。

jdata

京东JData算法大赛-高潜用户购买意向预测

jdata-1

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

lintcode

Java Solutions to problems on LintCode/LeetCode

mixup-generator

An implementation of "mixup: Beyond Empirical Risk Minimization"

ml-base-algorithm

model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)

ocr_invoice

ocr system of invoice

openllama2

DeepSpeed+Ray based LLaMA2 SFT/RLHF training framework

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

pba

Efficient Learning of Augmentation Policy Schedules

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

reflective-clothes-detect

reflective-clothes-detect-dataset、helemet detection、工作服(反光衣)检测数据集、安全帽检测、施工人员穿戴检测

scikit-learn

scikit-learn: machine learning in Python

service-streamer

Boosting your Web Services of Deep Learning Applications.

shadowsocksr

Python port of ShadowsocksR

street

synthtabnet

Dataset of PNG images from synthetically generated table layouts with annotations in JSONL files

table-ocr

tablemaster-mmocr

2nd solution of ICDAR 2021 Competition on Scientific Literature Parsing, Task B.

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

test

tgrnet

TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition

tutorials

机器学习相关教程

ud120-projects

Starter project code for students taking Udacity ud120

uied

An accurate GUI element detection approach based on old-fashioned CV algorithms [Upgraded on 5/July/2021]

unbox_yolov5_deepsort_counting

yolov5 deepsort 行人 车辆 跟踪 检测 计数

underwater_detection

Underwater Object Detection Kesci大赛项目：全国水下机器人大赛 - 水下目标检测算法赛