A production-ready implementation of panoptic segmentation using Detectron2, combining semantic and instance segmentation to assign every pixel a class label and distinguish between different ...
This study comparatively evaluated two advanced object detection models—Detectron2 and YOLOv11—for strawberry segmentation tasks. We utilized a custom dataset consisting of 551 images of 30 ...
Abstract: In the data-driven era, effective scene understanding is crucial. Panoptic Segmentation (PS), seamlessly integrating Instance Segmentation (IS) and Semantic Segmentation (SS), plays a ...
This project implements an automated pipeline to detect and remove the sky region from images in the COCO Stuff 2017 validation dataset. It uses Facebook’s Detectron2 panoptic segmentation model to ...
臺灣最大的 DevOps 盛會—DevOpsDays Taipei 2024，將於 7 月 10-11 日於南港瓶蓋工廠舉行，預計將吸引超過 1,000 位 IT 從業人員及開發者參加與會。 對 Kubernetes 和雲原生技術充滿熱情的您，誠摯歡迎您 ...
Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Jinsong Yu shares deep architectural insights ...
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