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UrbanOmniDetect

Calibration-Free View-Agnostic Monocular 3D Object Detection for Urban Scenes

TipoOtherVersiónRevision 303ad66

Fuente del modelo

Tipo
Other
Tamaño del archivo
4,53–176 MB
Versión
vRevision 303ad66
Actualizado
16 sept 2026
Descargas
869
Tareas
Detección de objetos
Fuente
Hugging Face

Extracto de la fuente

Calibration-Free View-Agnostic Monocular 3D Object Detection for Urban Scenes

Fuentes

1 fuente
Hugging FacePrincipalVersión 303ad6685d768cdab1b0f84a399b740f0f7fae16
huggingface.co/mehmetkeremturkcan/UrbanOmniDetect/tree/303ad6685d768cdab1b0f84a399b740f0f7fae16

Verificado 16 sept

Artefactos del modelo

39 artefactos

checkpoints/urbanomnidetect_v2_l_640.pt

pt · 54,2 MB · SHA-256 2d4513eddc3b…77c0 · Hugging Face

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checkpoints/urbanomnidetect_v2_m_640.pt

pt · 45,6 MB · SHA-256 edb82378e3da…7161 · Hugging Face

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checkpoints/urbanomnidetect_v2_n_640.pt

pt · 6,22 MB · SHA-256 6fc044215d48…19dd · Hugging Face

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checkpoints/urbanomnidetect_v2_s_640.pt

pt · 21,1 MB · SHA-256 cbe094c7b061…4e8d · Hugging Face

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checkpoints/urbanomnidetect_v2_x_640.pt

pt · 121 MB · SHA-256 0ab45cbff123…e38c · Hugging Face

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checkpoints/urbanomnidetect_yolo11l_640.pt

pt · 50,5 MB · SHA-256 70c3a466b50e…cc53 · Hugging Face

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checkpoints/urbanomnidetect_yolo11l-p2_640.pt

pt · 77,2 MB · SHA-256 5fa90feaec32…6310 · Hugging Face

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checkpoints/urbanomnidetect_yolo11l-p6_640.pt

pt · 78,7 MB · SHA-256 56f1cf5e760d…841a · Hugging Face

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checkpoints/urbanomnidetect_yolo11m_640.pt

pt · 40,3 MB · SHA-256 93ac6a40ce07…0661 · Hugging Face

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checkpoints/urbanomnidetect_yolo11m-p2_640.pt

pt · 61,5 MB · SHA-256 5fa23fa1b323…2aae · Hugging Face

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checkpoints/urbanomnidetect_yolo11m-p6_640.pt

pt · 63,0 MB · SHA-256 1036aba3c853…9dca · Hugging Face

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checkpoints/urbanomnidetect_yolo11n_640.pt

pt · 5,36 MB · SHA-256 b9097093758c…d40f · Hugging Face

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checkpoints/urbanomnidetect_yolo11n-p2_640.pt

pt · 11,1 MB · SHA-256 f85a7d720334…4543 · Hugging Face

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checkpoints/urbanomnidetect_yolo11n-p6_640.pt

pt · 10,9 MB · SHA-256 aab534c09717…1e91 · Hugging Face

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checkpoints/urbanomnidetect_yolo11s_640.pt

pt · 18,8 MB · SHA-256 595dd9b1818c…841c · Hugging Face

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checkpoints/urbanomnidetect_yolo11s-p2_640.pt

pt · 39,4 MB · SHA-256 8d662effbe63…5b73 · Hugging Face

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checkpoints/urbanomnidetect_yolo11s-p6_640.pt

pt · 39,8 MB · SHA-256 80f94a5c5ceb…0a05 · Hugging Face

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checkpoints/urbanomnidetect_yolo11x_640.pt

pt · 113 MB · SHA-256 960e109fe8da…6867 · Hugging Face

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checkpoints/urbanomnidetect_yolo11x-p1_640.pt

pt · 170 MB · SHA-256 3b90d62a8dba…42b7 · Hugging Face

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checkpoints/urbanomnidetect_yolo11x-p2_1280.pt

pt · 171 MB · SHA-256 f1735ca74437…fce6 · Hugging Face

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checkpoints/urbanomnidetect_yolo11x-p2_1920.pt

pt · 171 MB · SHA-256 9aa55280a5ef…226d · Hugging Face

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checkpoints/urbanomnidetect_yolo11x-p2_640.pt

pt · 170 MB · SHA-256 12b5e8392683…ff6b · Hugging Face

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checkpoints/urbanomnidetect_yolo11x-p6_640.pt

pt · 176 MB · SHA-256 8f8cf6e88c3f…17d2 · Hugging Face

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checkpoints/urbanomnidetect_yolo12l_640.pt

pt · 52,7 MB · SHA-256 db7fd1da7be5…ad86 · Hugging Face

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checkpoints/urbanomnidetect_yolo12m_640.pt

pt · 40,5 MB · SHA-256 1f74661a53a3…989b · Hugging Face

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checkpoints/urbanomnidetect_yolo12n_640.pt

pt · 5,41 MB · SHA-256 1cbabb6c5db8…3b2d · Hugging Face

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checkpoints/urbanomnidetect_yolo12s_640.pt

pt · 18,6 MB · SHA-256 7b412c0100eb…2790 · Hugging Face

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checkpoints/urbanomnidetect_yolo12x_640.pt

pt · 117 MB · SHA-256 20757eeb8574…a294 · Hugging Face

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checkpoints/urbanomnidetect_yolov8_640.pt

pt · 6,11 MB · SHA-256 e1d533de1a60…9fb0 · Hugging Face

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checkpoints/urbanomnidetect_yolov8l_640.pt

pt · 85,2 MB · SHA-256 9d3459ed0d64…e60a · Hugging Face

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checkpoints/urbanomnidetect_yolov8m_640.pt

pt · 50,7 MB · SHA-256 2db1286627c6…9dfd · Hugging Face

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checkpoints/urbanomnidetect_yolov8n_640.pt

pt · 6,11 MB · SHA-256 890b03f2399d…d03a · Hugging Face

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checkpoints/urbanomnidetect_yolov8s_640.pt

pt · 22,0 MB · SHA-256 482584f7dfc0…6f8c · Hugging Face

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checkpoints/urbanomnidetect_yolov8x_640.pt

pt · 133 MB · SHA-256 b63486f37ed4…26e2 · Hugging Face

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checkpoints/urbanomnidetect_yolov9c_640.pt

pt · 50,8 MB · SHA-256 9a3549dc1e8a…42eb · Hugging Face

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checkpoints/urbanomnidetect_yolov9e_640.pt

pt · 113 MB · SHA-256 9181b6ec08e3…8346 · Hugging Face

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checkpoints/urbanomnidetect_yolov9m_640.pt

pt · 40,3 MB · SHA-256 61f321f4f8d9…89c9 · Hugging Face

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checkpoints/urbanomnidetect_yolov9s_640.pt

pt · 14,9 MB · SHA-256 03272c424da6…2109 · Hugging Face

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checkpoints/urbanomnidetect_yolov9t_640.pt

pt · 4,53 MB · SHA-256 58bad148d7d2…aeca · Hugging Face

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Extractos de fuentes

2 extractos

--- license: agpl-3.0 library_name: ultralytics pipeline_tag: object-detection tags: - monocular-3d-object-detection - 3d-object-detection - birds-eye-view - autonomous-driving - calibration-free - keypoint-detection - kitti - yolo - ultralytics datasets: - mehmetkeremturkcan/UrbanOmniView --- <p align="center"> <h1 align="center">UrbanOmniDetect</h1> <h3 align="center">Calibration-Free View-Agnostic Monocular 3D Object Detection for Urban Scenes</h3> <p align="center"> <a href="https://scholar.google.com/citations?user=306TgWoAAAAJ">Mehmet Kerem Turkcan</a> &bull; <a href="https://scholar.google.com/citations?user=GP7T1fgAAAAJ">Devika Gumaste</a> &bull; <a href="https://scholar.google.com/citations?user=TlPI8yIAAAAJ">Zoran Kostic</a> <br/> <b>Columbia University</b> <br/><br/> <a href="https://drivex-workshop.github.io/cvpr2026/static/pdf/13_Calibration_Free_View_Agnos.pdf"><img src="https://img.shields.io/badge/Paper-PDF-b31b1b.svg" alt="Paper PDF"></a> <a href="https://github.com/mkturkcan/urbanomnidetect"><img src="https://img.shields.io/badge/GitHub-Code-181717.svg?logo=github" alt="GitHub Code"></a> <a href="https://huggingface.co/datasets/mehmetkeremturkcan/urbanomniview"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Dataset-green" alt="HuggingFace Dataset"></a> <a href="https://cvpr.thecvf.com/Conferences/2026"><img src="https://img.shields.io/badge/CVPR%202026-DriveX%20Workshop-4b44ce.svg" alt="CVPR 2026"></a> <a href="https://github.com/mkturkcan/urbanomnidetect/blob/main/LICENSE"><img src="https://img.shields.io/badge/License-AGPL%203.0-orange.svg" alt="License"></a> </p> </p> <p align="center"> <img src="https://github.com/mkturkcan/urbanomnidetect/raw/main/assets/urbanomniview.png" width="100%" alt="UrbanOmniDetect pipeline overview"/> </p> This repository hosts the pretrained UrbanOmniDetect checkpoints. The full training and inference code (single-image BEV, real-time video, sliced high-resolution tracking, and evaluation) lives in the [GitHub repository](https://github.com/mkturkcan/urbanomnidetect). ## Highlights - **Calibration-free 3D detection.** A single model predicts 3D bounding box keypoints from a raw RGB image without camera intrinsics, depth estimation, or ground-plane priors. - **View-agnostic.** One unified architecture works across ego...

Source context: 869 downloads · 7 likes · Pipeline object-detection · Library ultralytics · Repo mehmetkeremturkcan/UrbanOmniDetect