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Articles · Rebeauty Atlas

MKT

ER Eran Feit · Object Detection tutorials

Stateful Video Analytics: Building a Custom Line-Crossing Object Counter with YOLO11 and Python

Getting Started with YOLO11 Object Counting Python for Real-World Analytics

May 17, 2026 · 14 min read · 0 claps paywalled #yolov11 #object-counting #object-tracking

Stateful Video Analytics: Building a Custom Line-Crossing Object Counter with YOLO11 and Python

MKT ART AI

ER Eran Feit · Object Detection tutorials

Professional Vision Analytics: Mastering YOLO11 Tracking with PiP Overlays

Modern computer vision is no longer just about drawing static boxes around objects; it is about extracting actionable, persistent…

May 15, 2026 · 13 min read · 4 claps paywalled #ultralytics #yolov11 #object-detection

Professional Vision Analytics: Mastering YOLO11 Tracking with PiP Overlays

MKT AI

PR Priyadarshini Chavan

SAM 3.1 Is Here — And It Changes Everything About Real-Time Object Tracking

Meta’s latest release introduces Object Multiplex, delivering ~7x faster inference and cutting GPU memory in half. Here’s everything you…

Apr 20, 2026 · 6 min read · 13 claps #meta-ai #computer-vision #sam31

SAM 3.1 Is Here — And It Changes Everything About Real-Time Object Tracking

SE Seck

Kalman Filters in object tracking

1. Introduction: What is the Kalman Filter?

Feb 12, 2026 · 10 min read · 16 claps #kalman-filter #object-tracking #multi-object-tracking

AI

JA JamesLee

Point Prompting: Counterfactual Tracking with Video Diffusion Models

Link: https://arxiv.org/pdf/2510.11715

Oct 15, 2025 · 2 min read · 0 claps #diffusion-models #zero-shot #object-tracking

Point Prompting: Counterfactual Tracking with Video Diffusion Models

AI

JI Jiyao Weng

Tracking Dog Poop in the Backyard: A Computer Vision Solution

1. Introduction

Jan 17, 2025 · 5 min read · 0 claps #computer-vision #neural-network-training #dogs

HUM AI

SU Sunny Kumar

deepsort and yolo for object tracking and object counting.

DeepSORT (Deep Simple Online and Realtime Tracking) and YOLO (You Only Look Once) are commonly paired for real-time object tracking and…

Nov 11, 2024 · 2 min read · 5 claps paywalled #yolo #object-tracking #deep-sort

deepsort and yolo for object tracking and object counting.

SH Shasvat Desai

Deep Dive into Fundamentals of DeepSORT for Object Tracking

Object tracking aims at estimating bounding boxes and the identities of objects in videos. The main goal is to assign a consistent ID to…

Sep 24, 2024 · 21 min read · 9 claps #object-tracking #deep-sort #computer-vision

Deep Dive into Fundamentals of DeepSORT for Object Tracking

AI

IS Ishworr Subedi

Person Counting with YOLOv8 and ByteTracker

In the realm of computer vision, tracking and counting people in real time can be critical for various applications, from surveillance to…

Aug 21, 2024 · 2 min read · 0 claps #computer-vision #object-tracking #person-tracking

Person Counting with YOLOv8 and ByteTracker

ECO

HA Harshitha Paritala

Precision Tracking: YOLOv8 and DeepSORT Redefine Real-Time Vision AI

Introduction:

Sep 28, 2023 · 11 min read · 47 claps #yolov8 #object-detection #deep-sort