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[Book-2021] Practical MLOps O'Reilly Book

Jupyter Notebook 949 370 Updated Mar 26, 2026

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

Python 1,210 254 Updated Jul 25, 2024

Use evolutionary algorithms instead of gridsearch in scikit-learn

Jupyter Notebook 773 130 Updated Feb 10, 2024

COVID-19 Projections Using Machine Learning

366 87 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 24 14 Updated Jun 17, 2024

The Hitchhiker's Guide to Data Science for Social Good

Jupyter Notebook 1,045 284 Updated May 1, 2023

NeuralProphet: A simple forecasting package

Python 4,266 512 Updated Jan 8, 2025

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

Python 2,250 350 Updated Apr 11, 2026

1st place solution

Jupyter Notebook 1,851 663 Updated Oct 9, 2022

MOT using deepsort and yolov3 with pytorch

Python 3,015 732 Updated Jul 16, 2024

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Python 57,241 17,472 Updated Apr 16, 2026

People detection and optional tracking with Tensorflow backend.

Python 502 169 Updated Feb 21, 2021

TensorFlow's Visualization Toolkit

TypeScript 7,147 1,704 Updated Apr 16, 2026

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Python 4,526 1,490 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 322 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 20 11 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 112 55 Updated Dec 21, 2018

Video-based object counting software.

Python 428 168 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 141 39 Updated Jan 20, 2021

Monitoring Foot Traffic over IP Webcams with ML

Jupyter Notebook 125 36 Updated Jul 24, 2018

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

Python 129 32 Updated May 24, 2024

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

Dockerfile 65,196 4,825 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 489 180 Updated Jul 9, 2023

This is a simple vehile detection project using Computer Vision

Python 70 40 Updated Nov 8, 2021

Single Shot Tracker

Python 398 96 Updated Nov 22, 2022

Simple Online Realtime Tracking with a Deep Association Metric

Python 6,116 1,561 Updated Mar 2, 2025

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

Python 101 39 Updated Mar 11, 2019

Multi-Object Tracking via DeepSORT

Python 1,960 756 Updated Mar 24, 2023
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