Methods › Computer Vision › Object Detection Models › YOLO

You Only Look Once

YOLO

108 papers tagged archive 2025-07-28

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Source: You Only Look Once: Unified, Real-Time Object Detection

Papers archive 2025-07-28

30 shown of 108, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Tasks archive 2025-07-28

20 shown of 95 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

TaskPapers
Object Detection61
object-detection59
Object29
Autonomous Driving15
Deep Learning8
Image Classification8
Real-Time Object Detection7
image-classification7
Domain Adaptation5
Management5
Autonomous Vehicles4
Object Recognition4
Pedestrian Detection4
Video Object Detection4
BIG-bench Machine Learning3
Classification3
Data Augmentation3
GPU3
Human Detection3
License Plate Detection3

Usage over time archive 2025-07-28

Papers per year tagged with YOLO: 2020 to 2022, peak 50 50 0 2020: 32 papers 2020 2021: 50 papers 2021 2022: 26 papers 2022
Papers per year the archive tags with this method, by the paper's archive date (108 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Object Detection Models

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections