Popular GitHub Repositories for Obejct Counting

A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

Awesome Crowd Counting

The collection of pre-trained, state-of-the-art AI models for ailia SDK

? The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.

YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT

:oncoming_automobile: "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

An open-source PyTorch code for crowd counting

People Counting in Real-Time with an IP camera.

The official implement of "VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement Learning"

A highly extensible software stack to empower everyone to build practical real-world live video analytics applications for object detection and counting with cutting edge machine learning algorithms.

The code of the Object Counting API, implemented with the YOLO algorithm and with the SORT algorithm

The smart city reference pipeline shows how to integrate various media building blocks, with analytics powered by the OpenVINO? Toolkit, for traffic or stadium sensing, analytics and management tasks.

This project aims to count every vehicle (motorcycle, bus, car, cycle, truck, train) detected in the input video using YOLOv3 object-detection algorithm.

Scalable Instance Segmentation using PyTorch & PyTorch Lightning.

Machine learning approach of automatic identification and counting of blood cells (RBC, WBC, and Platelet) with KNN and IOU based verification.

YOLOv7 Object Tracking using PyTorch, OpenCV and DeepSORT

Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxiv.org/abs/2006.09252

This project utilizes PyQt5, YOLOv8, and TensorFlow for vehicle detection and identification, including speed monitoring and fine issuance. It features a user-friendly interface and contributes to traffic discipline through automated enforcement.

Vehicle Counting Using Yolov8 and DeepSORT