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1 | # Awesome-Open-World-Object-Detection
2 | [](https://github.com/sindresorhus/awesome)
3 |
4 | 🔥🔥🔥 This repository lists some awesome public open world object detection series projects.
5 |
6 | ## Contents
7 | - [Awesome-Open-World-Object-Detection](#awesome-open-world-object-detection)
8 | - [Summary](#summary)
9 | - [Awesome List](#awesome-list)
10 | - [Frameworks](#frameworks)
11 | - [Blogs](#blogs)
12 |
13 |
14 | ## Summary
15 |
16 | - ### Awesome List
17 |
18 | - [witnessai/Awesome-Open-Vocabulary-Object-Detection](https://github.com/witnessai/Awesome-Open-Vocabulary-Object-Detection) 
: A curated list of papers, datasets and resources pertaining to open vocabulary object detection.
19 |
20 | - [codingonion/awesome-open-world-object-detection](https://github.com/codingonion/awesome-open-world-object-detection) 
: This repository lists some awesome public Open World object detection series projects.
21 |
22 |
23 |
24 | ## Frameworks
25 |
26 | - [OWOD](https://github.com/JosephKJ/OWOD) 
: "Towards Open World Object Detection". (**[arXiv 2021](https://arxiv.org/abs/2103.02603)**).
27 |
28 | - [RE-OWOD](https://github.com/RE-OWOD/RE-OWOD) 
: "Revisiting Open World Object Detection". (**[arXiv 2022](https://arxiv.org/abs/2201.00471)**).
29 |
30 | - [PromptDet](https://github.com/fcjian/PromptDet) 
: "PromptDet: Towards Open-vocabulary Detection using Uncurated Images". (**[ECCV 2022](https://link.springer.com/chapter/10.1007/978-3-031-20077-9_41)**).
31 |
32 | - [PROB](https://github.com/orrzohar/PROB) 
: "PROB: Probabilistic Objectness for Open World Object Detection". (**[CVPR 2023](https://arxiv.org/abs/2201.00471)**).
33 |
34 | - [UniDetector](https://github.com/zhenyuw16/UniDetector) 
: "Detecting Everything in the Open World: Towards Universal Object Detection". (**[CVPR 2023](https://arxiv.org/abs/2303.11749)**). "微信公众号「我爱计算机视觉」《[CVPR 2023 | 标注500类，检测7000类！清华大学等提出通用目标价测算法UniDetector](https://mp.weixin.qq.com/s/r7N8X_8riboCvafl9f1vDQ)》". "微信公众号「自动驾驶之心」《[CVPR 2023｜UniDetector：7000类通用目标检测算法（港大&清华）](https://mp.weixin.qq.com/s/iRe4RhSEm4Oe4DxKX5wu9w)》"
35 |
36 | - [buxihuo/OW-YOLO](https://github.com/buxihuo/OW-YOLO) 
: Detect known and unknown objects in the open world（具有区分已知与未知能力的全新检测器））.
37 |
38 | - [YOLO-World](https://github.com/AILab-CVC/YOLO-World) 
: "YOLO-World: Real-Time Open-Vocabulary Object Detection". (**[arXiv 2024](https://arxiv.org/abs/2401.17270)**). [www.yoloworld.cc](https://www.yoloworld.cc/)
39 |
40 |
41 | ## Blogs
42 |
43 | - 微信公众号「集智书童」
44 | - [2024-02-01，太强！AI没有落下的腾讯出YOLO-World爆款 | 开集目标检测速度提升20倍，效果不减](https://mp.weixin.qq.com/s/Fj6wzARTo1l7UEwKxDAh6w)
45 | - 微信公众号「AIWalker」
46 | - [2024-02-19，U版YOLO-World来了，YOLOv8再度升级，三行代码上手YOLO-World](https://mp.weixin.qq.com/s/yepStVzyrOE4MsgFFuwo0Q)
47 | - 微信公众号「SAMLab」
48 | - [2023-03-31，检测开放世界中的一切：面向通用目标检测](https://mp.weixin.qq.com/s/iOb-_EKnqx02FbugD8bKtQ)
49 | - 微信公众号「自动驾驶之心」
50 | - [2023-03-29，CVPR 2023｜UniDetector：7000类通用目标检测算法（港大&清华）](https://mp.weixin.qq.com/s/iRe4RhSEm4Oe4DxKX5wu9w)
51 | - 微信公众号「我爱计算机视觉」
52 | - [2023-03-22，CVPR 2023 | 标注500类，检测7000类！清华大学等提出通用目标价测算法UniDetector](https://mp.weixin.qq.com/s/r7N8X_8riboCvafl9f1vDQ)
53 | - 微信公众号「计算机视觉研究院」
54 | - [2023-04-05，目标检测创新：一种基于区域的半监督方法，部分标签即可（附原论文下载）](https://mp.weixin.qq.com/s/IHYvIRcGk5J3Fx6FjV1SJw)
55 | - 微信公众号「晓飞的算法工程笔记」
56 | - [2021-08-23，OWOD：开放世界目标检测，更贴近现实的检测场景 | CVPR 2021 Oral](https://mp.weixin.qq.com/s/GxDZ_fZ-eFOXovaUzuUZPQ)
57 | - 微信公众号「极市平台」
58 | - [2022-07-31，ECCV22｜美团&上海交大开源PromptDet：无需手动标注，迈向开放词汇的目标检测](https://mp.weixin.qq.com/s/evKcisEFJ8_AS4HKBpOl2g)
59 | - 微信公众号「CV技术指南」
60 | - [2021-10-24，CVPR2021 | 开放世界检测综述](https://mp.weixin.qq.com/s/gFrdR39WkyESRVnYvszfIw)
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