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[Book-2021] Practical MLOps O'Reilly Book

Jupyter Notebook 766 303 Updated Jan 10, 2025

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

Python 1,171 255 Updated Jul 25, 2024

Use evolutionary algorithms instead of gridsearch in scikit-learn

Jupyter Notebook 773 129 Updated Feb 10, 2024

COVID-19 Projections Using Machine Learning

368 88 Updated Jan 26, 2022

Automate process for view classification of the Apical 4 chamber, Apical 2 chamber and Parasternal long axis. Segmentation of the Apical 4 chamber and Apical 2 chamber. Calculate measurements of th…

Python 23 15 Updated Jun 17, 2024

The Hitchhiker's Guide to Data Science for Social Good

Jupyter Notebook 1,014 283 Updated May 1, 2023

NeuralProphet: A simple forecasting package

Python 4,033 496 Updated Jan 8, 2025

A free Python-distribution for Windows platform, including prebuilt packages for Scientific Python.

Python 1,934 308 Updated Mar 25, 2025

1st place solution

Jupyter Notebook 1,839 665 Updated Oct 9, 2022

MOT using deepsort and yolov3 with pytorch

Python 2,893 726 Updated Jul 16, 2024

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Python 53,158 16,793 Updated Mar 28, 2025

People detection and optional tracking with Tensorflow backend.

Python 499 168 Updated Feb 21, 2021

TensorFlow's Visualization Toolkit

TypeScript 6,827 1,661 Updated Mar 24, 2025

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Python 4,508 1,497 Updated Jun 19, 2024

This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lane detection. 3.Lane change detection and 4.speed estimation

Python 307 62 Updated Jul 25, 2022

The system is designed to detect the faces and to determine whether the person wears a face mask or not. Using the above data, we can decide whether the concerned person can be allowed inside publi…

Jupyter Notebook 21 12 Updated May 4, 2020

Summary of methods to convert models in Yolo-v4-v3-v2

Python 74 24 Updated Jun 18, 2020

A traffic counter designed using the OpenCV library for Python 3.5. This project was carried out as part of the Government Data Science Accelerator programme

Python 109 56 Updated Dec 21, 2018

Video-based object counting software.

Python 427 169 Updated Oct 2, 2022

Vehicle Detection Project for Udacity's Self-Driving Car ND

Jupyter Notebook 5 1 Updated Jun 7, 2017

A Python/OpenCV car speed detector

Python 142 40 Updated Jan 20, 2021

Monitoring Foot Traffic over IP Webcams with ML

Jupyter Notebook 121 37 Updated Jul 24, 2018

Real-time PPE detection and tracking using YOLO v3 and deep_sort

Python 117 32 Updated May 24, 2024

The best way to write secure and reliable applications. Write nothing; deploy nowhere.

Dockerfile 62,196 4,730 Updated Aug 7, 2024

这是一个YoloV4-keras的源码,可以用于训练自己的模型。

Python 491 184 Updated Jul 9, 2023

This is a simple vehile detection project using Computer Vision

Python 69 40 Updated Nov 8, 2021

Single Shot Tracker

Python 400 97 Updated Nov 22, 2022

Simple Online Realtime Tracking with a Deep Association Metric

Python 5,603 1,520 Updated Mar 2, 2025

Multiple Camera CCTV/RTSP/Video Streaming with Flask and OpenCV

Python 101 40 Updated Mar 11, 2019

Multi-Object Tracking via DeepSORT

Python 1,891 753 Updated Mar 24, 2023
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