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Panoptic Segmentation

OMG-Seg: One Unified Model for All Segmentation Tasks—No More Fragmented Pipelines

OMG-Seg: One Unified Model for All Segmentation Tasks—No More Fragmented Pipelines 1338

For years, computer vision practitioners have juggled a patchwork of specialized models to tackle different segmentation tasks—semantic, instance, panoptic, video,…

12/26/2025Instance Segmentation, Panoptic Segmentation, Semantic Segmentation
YOLOv9: Train-from-Scratch Object Detection That Beats Pretrained Models with Programmable Gradient Information

YOLOv9: Train-from-Scratch Object Detection That Beats Pretrained Models with Programmable Gradient Information 9391

YOLOv9 marks a significant leap forward in real-time object detection by directly confronting a long-standing but often overlooked problem in…

12/22/2025Instance Segmentation, Object Detection, Panoptic Segmentation
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