GitHub

RF-DETR: Real-Time SOTA Object Detection, Instance Segmentation, and Keypoint Detection

RF-DETR is a real-time transformer architecture for object detection, instance segmentation, and keypoint detection (preview) developed by Roboflow. Built on a DINOv2 vision transformer backbone, ...
Indiatimes

Psychology says fathers who fix broken things instead of replacing them are not being cheap: Why repairing objects becomes their way of protecting memories, purpose and family

Almost every family knows this father. The chair is wobbling. The remote control no longer works properly. The fan makes strange noises. Instead of buying a new one, he reaches for a screwdriver. He ...
IEEE

Decoupling Localization and Semantics for Open-Set Object Detection

Abstract: Open-set object detection (OSOD) is an important research direction in computer vision, focusing on enhancing a model’s ability to detect unknown categories. Current methods are overly ...
IEEE

High-Precision Multi-Instance Registration for Stacked Objects in Bin-Picking Scenes

Abstract: In industrial bin-picking, robotic systems must estimate the poses of multiple object instances, where accurate pose estimation is essential for reliable downstream manipulation and grasping ...
GitHub

Cut and Learn for Unsupervised Image & Video Object Detection and Instance Segmentation

We propose MaskCut approach to generate pseudo-masks for multiple objects in an image. CutLER can learn unsupervised object detectors and instance segmentors solely on ImageNet-1K. CutLER exhibits ...