Nov 1, 2021 · We create a new family of real-time object detectors, named PP-PicoDet, which achieves superior performance on object detection for mobile devices.
Oct 27, 2024 · PicoDet-L with only 3.3M parameters achieves 40.9% mAP, which is an absolute 3.7% improvement in mAP and 44% faster than YOLOv5s. As shown in ...
We create a new family of real-time object detectors, named PP-PicoDet, which achieves superior performance on object detection for mobile devices.
A better real-time object detector on mobile devices. Author={Guanghua Yu, Qinyao Chang, Wenyu Lv, Chang Xu, Cheng Cui, Wei Ji, Qingqing Dang, Kaipeng Deng, ...
Nov 5, 2021 · Bibliographic details on PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices.
Because of the excellent performance, our models are very suitable for deployment on mobile or CPU. For more details, please refer to our report on arXiv.
Sep 16, 2023 · PicoDet improves the speed of feature extraction by using a lightweight structure as backbone. It also improves the stability and efficiency of ...
Paper, Code, Result, Year, Tags. 1. PP-PicoDet-L. 40.9. PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices. 2021. 2. YOLOv5s. 37.2. 3. PP-PicoDet- ...
paper https://arxiv.org/abs/2111.00902 (2111.00902) PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices.
Detrs beat yolos on real-time object detection. W Lv, S Xu, Y Zhao, G Wang ... PP-PicoDet: A better real-time object detector on mobile devices. G Yu, Q ...
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